{"author_disposition":"exploratory","created_at":"2026-09-10T21:45:05+00:00","diagnostic_results":[{"diagnosis_status":"not_assessed","diagnostic_spec":{"evidence_gate":true,"name":"estimator_disagreement_diagnosis","provenance":["planner:default_diagnostics"],"reason_code":"target_concordance"},"evidence_gate":false,"interpretation":"Fewer than two finite estimates share the headline causal target. Target or specification differences establish non-comparability but do not explain the numerical gap without a quantified bridge or decomposition.","name":"estimator_disagreement_diagnosis","result":{"attribution_count":1,"confirmatory_gate":false,"contribution_count":2,"diagnosis_ref":"disagreement_diagnosis","pairwise_count":0,"schema_version":1,"target_hash":"8c71a39df25f0701cce6af184853d2790f38786f0ccf38a803301aa87031bd2c"},"semantic_result":"not_assessed","status":"assessed"},{"diagnostic_spec":{"evidence_gate":true,"name":"fit_free_panel_validation","provenance":["planner:default_diagnostics"],"reason_code":"panel_integrity"},"evidence_gate":false,"n_errors":0,"n_warnings":0,"name":"fit_free_panel_validation","semantic_result":"not_assessed","status":"passed"},{"computation_status":"assessed","diagnostic_family":"pretrend_joint_test","diagnostic_spec":{"evidence_gate":true,"name":"pretrend_joint_test","provenance":["covariates:none","estimator:event_study","planner:default_diagnostics","support:8b2ddcf1936b187bcbbea6183c048a6c30aac585353847d48a8f646803c8253a"],"reason_code":"parallel_trends_diagnostic"},"evidence_gate":false,"falsification_outcome":"not_rejected","interpretation":"The joint test does not reject; this is not proof of parallel trends.","name":"pretrend_joint_test","result":{"alpha":0.050000000000000044,"computation_status":"assessed","covariance_rank":5,"denominator_df":99,"df":5,"error_type":null,"falsification_outcome":"not_rejected","leads_estimated":23,"leads_tested":[-6,-5,-4,-3,-2],"note":"Joint pretrend inference uses F(q, G-1) with G=100 unit clusters.","numerator_df":5,"p_value":0.1473251072920069,"reason":null,"reason_code":null,"reference_distribution":"F(5, 99)","restrictions_tested":5,"semantic_result":"not_rejected","statistic":1.6763039188981121,"status":"assessed"},"semantic_result":"not_rejected","source":{"anticipation_periods":0,"base_period":null,"certificate_hash":"1d59ebde26af15fa7bf6fdbdcb3eec80431974daded26a943a1e2fa3400d99a3","certificate_state":"not_assessed","control_group":null,"covariates":[],"diagnostic_hash":"b398476fde508746a30816a52ef4c417b2ea3ba972b7c738e52860e16b44704b","diagnostic_support_cells":[],"estimator":"event_study","full_target_hash":"e034a85d0e1aecc3dcc0ebbca2a1ff8c8ce3c449e5cd34e72b23146505c8bce9","reported_aggregation":null,"role":"diagnostic","source_aggregation":null,"source_hash":"fa9f77b79511b4d21b98246f02f7d55ae2fa1f8f4311bf342e7fc7b615693a60","support_hash":"8b2ddcf1936b187bcbbea6183c048a6c30aac585353847d48a8f646803c8253a","target_hash":"18cff2514ca79c197d4486c202ddae8c02c338be74816550e91454ad87da308a"},"status":"assessed","structural_failure":false},{"computation_status":"not_assessed","diagnostic_only":true,"diagnostic_spec":{"evidence_gate":false,"name":"staggered_heterogeneity_warning","provenance":["planner:default_diagnostics"],"reason_code":"heterogeneity_bias_diagnostic"},"evidence_gate":false,"name":"staggered_heterogeneity_warning","reason":"Exactly one completed diagnostic-only TWFE result is required for this warning.","reason_code":"diagnostic_twfe_unavailable","semantic_result":"not_assessed","status":"not_assessed"},{"control_group":"never_treated","diagnostic_spec":{"evidence_gate":true,"name":"support_audit","provenance":["planner:default_diagnostics"],"reason_code":"identified_support"},"event_window":[-24,23],"evidence_gate":false,"name":"support_audit","semantic_result":"not_assessed","status":"passed","trimmed_cells":[]},{"computation_status":"assessed","diagnostic_spec":{"evidence_gate":true,"name":"time_placebo","provenance":["planner:default_diagnostics"],"reason_code":"design_placebo"},"evidence_gate":false,"falsification_outcome":"not_rejected","name":"time_placebo","result":{"check":"placebo_in_time","details":{"aggregation":"scalar_fake_post","alpha":0.050000000000000044,"computation_status":"assessed","falsification_outcome":"not_rejected","p_value":0.869883631867539,"placebo_estimate":0.9714181818181904,"post_event_times":null,"reason_code":null,"shift":2,"status":"assessed","std_error":5.914927014132148},"effective_severity":"INFO","failure_severity":"WARNING","message":"Placebo (fake adoption 2 periods early, pre-data only): effect=0.9714, p=0.87.","passed":true,"semantic_result":"not_rejected","severity":"WARNING","status":"assessed","suggestion":null},"semantic_result":"not_rejected","source":{"base_period":null,"certificate_hash":"4295f09f5ea8b5e3a92f76a0a50ba4ca722c4ef8e94f191f38fcbf794abb52d1","certificate_state":"passed","control_group":null,"covariates":[],"estimator":"twfe","full_target_hash":"1e19aedb784b2df96dc2fc41d83495e1c6d33c51a353bf2c3e2fd2d0ae16a40c","role":"headline","support_hash":"d9099900a5c48ffa223a5bc85f246710ee103e5066b6202af1a6decae625c61a","target_hash":"8c71a39df25f0701cce6af184853d2790f38786f0ccf38a803301aa87031bd2c"},"status":"assessed","structural_failure":false}],"disagreement_diagnosis":{"attributions":[{"cause":"target_provenance_incomplete","evidence":{"causal_explanation_quantified":false,"estimator":"twfe"},"level":"hypothesis","message":"Realized support, aggregation, or treated-membership provenance is incomplete, so the software cannot establish a like-for-like target or attribute the numerical gap."}],"confirmatory_agreement":{"analysis_profile":"quick","basis":"simultaneous exact-target difference intervals against a predeclared margin","decision_purpose":"exploratory","equivalence_margin":10.0,"estimator_pooling":"none","independent_family_count":0,"joint_inference_valid":false,"p_value_role":"none","purpose_eligible":false,"selection_role":"none","status":"not_assessed"},"confirmatory_gate":false,"contributions":[{"certificate_reason_codes":[],"certificate_state":"passed","confirmatory_eligible":true,"effect":{"ci_level":0.95,"ci_lower":-92.57829485014179,"ci_upper":-84.47863848319153,"df":99.0,"estimate":-88.52846666666666,"inference_qualification":null,"inference_status":"available","name":"att","nominal_inference_available":true,"p_value":3.2291299862775403e-66,"std_error":2.0410208572390327},"estimator":"twfe","estimator_family":"legacy_twfe","interpretation":"The procedure did not supply complete realized support, weights, and treated-membership provenance for a like-for-like comparison.","public_inference_reporting":{"global_vector_certificate_limits_marginal_inference":true,"inference_scope":"marginal_effect","joint_covariance_available":true,"joint_inference_governs":[],"joint_support_status":"identified","joint_vector_limit_applies_to_marginal":true,"marginal_scope_override_applied":false,"marginal_support_status":null,"nominal_inference_available":true,"qualification":null,"reason_codes":[],"reporting_role":"nominal_inference","simultaneous_band_available":true,"status":"available","support_status":"identified","whole_path_inference_available":true},"reason_codes":["target_provenance_incomplete"],"role":"headline","status":"incomparable","target":{"aggregation":"weighted_post_average","aggregation_matrix":[],"baseline":"last_pre_period","conditioning":"unconditional","control_group":"residualized_all_observations","effect_family":"overall","event_window":[-24,23],"full_hash":"1e19aedb784b2df96dc2fc41d83495e1c6d33c51a353bf2c3e2fd2d0ae16a40c","outcome":"median_rent","outcome_scale":"additive","outcome_scale_factor":1.0,"post_weights":[],"provenance_complete":false,"regularization":"none","sample_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","support_cells":[],"target_hash":"8c71a39df25f0701cce6af184853d2790f38786f0ccf38a803301aa87031bd2c","target_population":"unavailable","target_roles":[{"name":"att","target_role":"effect"}],"treated_membership":[],"weighting":"residualized_treatment_variance"},"target_relation":"incomparable"},{"certificate_reason_codes":["diagnostic_role_not_confirmatory","packaged_parity_not_passed","uniform_band_not_assessed"],"certificate_state":"not_assessed","confirmatory_eligible":false,"effect":{"ci_level":0.95,"ci_lower":-98.88416495229777,"ci_upper":-66.51230171436956,"df":99.0,"estimate":-82.69823333333366,"inference_qualification":null,"inference_status":"available","name":"att_average_post","nominal_inference_available":true,"p_value":5.4736039727148076e-17,"std_error":8.15733965281526},"estimator":"event_study","estimator_family":"event_study","interpretation":"This result supplies a predeclared diagnostic, not an exact-target effect check.","public_inference_reporting":{"global_vector_certificate_limits_marginal_inference":true,"inference_scope":"marginal_effect","joint_covariance_available":true,"joint_inference_governs":[],"joint_support_status":"identified","joint_vector_limit_applies_to_marginal":true,"marginal_scope_override_applied":false,"marginal_support_status":null,"nominal_inference_available":true,"qualification":null,"reason_codes":[],"reporting_role":"nominal_inference","simultaneous_band_available":true,"status":"available","support_status":"identified","whole_path_inference_available":true},"reason_codes":["diagnostic_diagnostic"],"role":"diagnostic","status":"complementary","target":{"aggregation":"event_time_path","aggregation_matrix":[],"baseline":"event_-1","conditioning":"unconditional","control_group":"unspecified","effect_family":"average_post_event_path","event_window":[-24,23],"full_hash":"e034a85d0e1aecc3dcc0ebbca2a1ff8c8ce3c449e5cd34e72b23146505c8bce9","outcome":"median_rent","outcome_scale":"additive","outcome_scale_factor":1.0,"post_weights":[],"provenance_complete":false,"regularization":"none","sample_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","support_cells":[],"target_hash":"18cff2514ca79c197d4486c202ddae8c02c338be74816550e91454ad87da308a","target_population":"unavailable","target_roles":[{"name":"event_+0","target_role":"effect"},{"name":"event_+1","target_role":"effect"},{"name":"event_+10","target_role":"effect"},{"name":"event_+11","target_role":"effect"},{"name":"event_+12","target_role":"effect"},{"name":"event_+13","target_role":"effect"},{"name":"event_+14","target_role":"effect"},{"name":"event_+15","target_role":"effect"},{"name":"event_+16","target_role":"effect"},{"name":"event_+17","target_role":"effect"},{"name":"event_+18","target_role":"effect"},{"name":"event_+19","target_role":"effect"},{"name":"event_+2","target_role":"effect"},{"name":"event_+20","target_role":"effect"},{"name":"event_+21","target_role":"effect"},{"name":"event_+22","target_role":"effect"},{"name":"event_+23","target_role":"effect"},{"name":"event_+3","target_role":"effect"},{"name":"event_+4","target_role":"effect"},{"name":"event_+5","target_role":"effect"},{"name":"event_+6","target_role":"effect"},{"name":"event_+7","target_role":"effect"},{"name":"event_+8","target_role":"effect"},{"name":"event_+9","target_role":"effect"},{"name":"event_-10","target_role":"placebo"},{"name":"event_-11","target_role":"placebo"},{"name":"event_-12","target_role":"placebo"},{"name":"event_-13","target_role":"placebo"},{"name":"event_-14","target_role":"placebo"},{"name":"event_-15","target_role":"placebo"},{"name":"event_-16","target_role":"placebo"},{"name":"event_-17","target_role":"placebo"},{"name":"event_-18","target_role":"placebo"},{"name":"event_-19","target_role":"placebo"},{"name":"event_-2","target_role":"placebo"},{"name":"event_-20","target_role":"placebo"},{"name":"event_-21","target_role":"placebo"},{"name":"event_-22","target_role":"placebo"},{"name":"event_-23","target_role":"placebo"},{"name":"event_-24","target_role":"placebo"},{"name":"event_-3","target_role":"placebo"},{"name":"event_-4","target_role":"placebo"},{"name":"event_-5","target_role":"placebo"},{"name":"event_-6","target_role":"placebo"},{"name":"event_-7","target_role":"placebo"},{"name":"event_-8","target_role":"placebo"},{"name":"event_-9","target_role":"placebo"}],"treated_membership":[],"weighting":"unspecified"},"target_relation":"diagnostic"}],"descriptive_concordance":{"basis":"verified exact-target point estimates in outcome units","directions":{},"estimate_count":0,"estimator_pooling":"none","maximum_pairwise_distance":null,"numerical_zero_tolerance":1e-12,"p_value_role":"none","policy_benchmark":{},"policy_threshold":null,"practical_materiality":{},"practical_significance_threshold":10.0,"selection_role":"none","status":"not_assessed","target_relation":null,"target_verified":false},"interpretation":"Fewer than two finite estimates share the headline causal target. Target or specification differences establish non-comparability but do not explain the numerical gap without a quantified bridge or decomposition.","next_action":"Obtain a second exact-target estimate or document why none is available.","pairwise":[],"status":"not_assessed","target":{"aggregation":"weighted_post_average","aggregation_matrix":[],"baseline":"last_pre_period","conditioning":"unconditional","control_group":"residualized_all_observations","effect_family":"overall","event_window":[-24,23],"full_hash":"1e19aedb784b2df96dc2fc41d83495e1c6d33c51a353bf2c3e2fd2d0ae16a40c","outcome":"median_rent","outcome_scale":"additive","outcome_scale_factor":1.0,"post_weights":[],"provenance_complete":false,"regularization":"none","sample_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","support_cells":[],"target_hash":"8c71a39df25f0701cce6af184853d2790f38786f0ccf38a803301aa87031bd2c","target_population":"unavailable","target_roles":[{"name":"att","target_role":"effect"}],"treated_membership":[],"weighting":"residualized_treatment_variance"}},"effect_paths":[{"coordinate_count":48,"coordinate_label":"event_time","coordinates":[{"ci_level":0.95,"ci_lower":-16.624959646737256,"ci_upper":27.705359646736458,"coordinate":-24,"df":99.0,"estimate":5.540199999999601,"inference_status":"inferential","name":"event_-24","p_value":0.6210242481066109,"std_error":11.17073394066884,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-29.271185088106336,"ci_upper":13.254785088106019,"coordinate":-23,"df":99.0,"estimate":-8.008200000000159,"inference_status":"inferential","name":"event_-23","p_value":0.45664876396728726,"std_error":10.716058579736472,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-13.787506012089814,"ci_upper":25.905506012089866,"coordinate":-22,"df":99.0,"estimate":6.059000000000026,"inference_status":"inferential","name":"event_-22","p_value":0.5460554009623546,"std_error":10.002185494999525,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-12.692298472806527,"ci_upper":24.487898472806734,"coordinate":-21,"df":99.0,"estimate":5.897800000000103,"inference_status":"inferential","name":"event_-21","p_value":0.5304701481476822,"std_error":9.368984806799231,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-6.548073618269264,"ci_upper":39.00087361826946,"coordinate":-20,"df":99.0,"estimate":16.226400000000098,"inference_status":"inferential","name":"event_-20","p_value":0.16058137914528756,"std_error":11.477814258194275,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-12.57500187138304,"ci_upper":29.727001871382743,"coordinate":-19,"df":99.0,"estimate":8.575999999999851,"inference_status":"inferential","name":"event_-19","p_value":0.42301798556588965,"std_error":10.659621597563856,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-18.067959219189227,"ci_upper":23.702359219188686,"coordinate":-18,"df":99.0,"estimate":2.8171999999997297,"inference_status":"inferential","name":"event_-18","p_value":0.7895247144582508,"std_error":10.525642975931081,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-12.918022392001834,"ci_upper":25.761622392001588,"coordinate":-17,"df":99.0,"estimate":6.421799999999877,"inference_status":"inferential","name":"event_-17","p_value":0.511514885088161,"std_error":9.746828529279105,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-18.591070729281075,"ci_upper":26.08187072928094,"coordinate":-16,"df":99.0,"estimate":3.7453999999999326,"inference_status":"inferential","name":"event_-16","p_value":0.7400526900644931,"std_error":11.257070811446598,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-11.977791839899822,"ci_upper":28.92499183990023,"coordinate":-15,"df":99.0,"estimate":8.473600000000204,"inference_status":"inferential","name":"event_-15","p_value":0.4129852908362771,"std_error":10.307034129281462,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-10.235757956242814,"ci_upper":33.07495795624282,"coordinate":-14,"df":99.0,"estimate":11.419600000000003,"inference_status":"inferential","name":"event_-14","p_value":0.29795001514629743,"std_error":10.913805538718417,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-23.848388869352014,"ci_upper":15.438388869352103,"coordinate":-13,"df":99.0,"estimate":-4.204999999999956,"inference_status":"inferential","name":"event_-13","p_value":0.6719368323323882,"std_error":9.899819096720655,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-29.011822499677326,"ci_upper":13.486222499676874,"coordinate":-12,"df":99.0,"estimate":-7.762800000000226,"inference_status":"inferential","name":"event_-12","p_value":0.4702329440212156,"std_error":10.709021754243215,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-22.81740093699765,"ci_upper":18.227400936997334,"coordinate":-11,"df":99.0,"estimate":-2.295000000000158,"inference_status":"inferential","name":"event_-11","p_value":0.8248542327109467,"std_error":10.3428210915089,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-16.86388642313114,"ci_upper":25.887086423131286,"coordinate":-10,"df":99.0,"estimate":4.511600000000072,"inference_status":"inferential","name":"event_-10","p_value":0.6762715781195908,"std_error":10.77275668169306,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-4.613162199001923,"ci_upper":34.92836219900272,"coordinate":-9,"df":99.0,"estimate":15.1576000000004,"inference_status":"inferential","name":"event_-9","p_value":0.13138863786741545,"std_error":9.964012344111485,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-6.131829880491658,"ci_upper":35.67982988049166,"coordinate":-8,"df":99.0,"estimate":14.774000000000001,"inference_status":"inferential","name":"event_-8","p_value":0.16397387840115982,"std_error":10.53606051685884,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-15.145097835090745,"ci_upper":27.95029783509053,"coordinate":-7,"df":99.0,"estimate":6.402599999999893,"inference_status":"inferential","name":"event_-7","p_value":0.556813679341482,"std_error":10.859547297921663,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-12.075208419271487,"ci_upper":29.97400841927171,"coordinate":-6,"df":99.0,"estimate":8.94940000000011,"inference_status":"inferential","name":"event_-6","p_value":0.4003662354550883,"std_error":10.59592218606037,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":0.7305504277968033,"ci_upper":44.31504957220386,"coordinate":-5,"df":99.0,"estimate":22.52280000000033,"inference_status":"inferential","name":"event_-5","p_value":0.042934908796741236,"std_error":10.98279578489652,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-24.822269920049465,"ci_upper":21.598269920048452,"coordinate":-4,"df":99.0,"estimate":-1.6120000000005064,"inference_status":"inferential","name":"event_-4","p_value":0.8906721687174204,"std_error":11.697445635413974,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-17.893900628733647,"ci_upper":23.638300628732438,"coordinate":-3,"df":99.0,"estimate":2.8721999999993955,"inference_status":"inferential","name":"event_-3","p_value":0.7843176518374628,"std_error":10.465640167084636,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-7.82537978100769,"ci_upper":34.708179781007324,"coordinate":-2,"df":99.0,"estimate":13.441399999999817,"inference_status":"inferential","name":"event_-2","p_value":0.2127590222528066,"std_error":10.717971018241897,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":null,"ci_lower":null,"ci_upper":null,"coordinate":-1,"df":null,"estimate":0.0,"inference_status":"normalized_reference","name":"event_-1","p_value":null,"std_error":null,"support_reason":"Coordinate is the estimator's normalized reference and is fixed at zero."},{"ci_level":0.95,"ci_lower":-120.21200490274188,"ci_upper":-75.7995950972593,"coordinate":0,"df":99.0,"estimate":-98.00580000000059,"inference_status":"inferential","name":"event_+0","p_value":5.581201855390017e-14,"std_error":11.191419811723227,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-110.2291951404136,"ci_upper":-68.68920485958705,"coordinate":1,"df":99.0,"estimate":-89.45920000000032,"inference_status":"inferential","name":"event_+1","p_value":1.598851326971215e-13,"std_error":10.46760291197355,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-103.0631755302881,"ci_upper":-64.32562446971212,"coordinate":2,"df":99.0,"estimate":-83.69440000000012,"inference_status":"inferential","name":"event_+2","p_value":1.3926657263923657e-13,"std_error":9.761420249334282,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-107.73219302931635,"ci_upper":-63.3294069706849,"coordinate":3,"df":99.0,"estimate":-85.53080000000062,"inference_status":"inferential","name":"event_+3","p_value":1.3767317760864719e-11,"std_error":11.188994737478335,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-100.27004164800664,"ci_upper":-60.866358351993796,"coordinate":4,"df":99.0,"estimate":-80.56820000000022,"inference_status":"inferential","name":"event_+4","p_value":1.3657346074919874e-12,"std_error":9.929277961391493,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-88.17177315580332,"ci_upper":-47.47782684419722,"coordinate":5,"df":99.0,"estimate":-67.82480000000027,"inference_status":"inferential","name":"event_+5","p_value":1.9202072174533085e-09,"std_error":10.254409498686762,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-112.52588370192012,"ci_upper":-70.26371629808091,"coordinate":6,"df":99.0,"estimate":-91.39480000000052,"inference_status":"inferential","name":"event_+6","p_value":1.3381635157529277e-13,"std_error":10.649583295327115,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-105.98202848895468,"ci_upper":-63.2075715110457,"coordinate":7,"df":99.0,"estimate":-84.59480000000019,"inference_status":"inferential","name":"event_+7","p_value":5.0634900274093896e-12,"std_error":10.778674414536683,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-106.08692807081731,"ci_upper":-64.14507192918335,"coordinate":8,"df":99.0,"estimate":-85.11600000000033,"inference_status":"inferential","name":"event_+8","p_value":1.843729144655683e-12,"std_error":10.568868517149973,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-109.31407829834652,"ci_upper":-64.09592170165436,"coordinate":9,"df":99.0,"estimate":-86.70500000000044,"inference_status":"inferential","name":"event_+9","p_value":1.631623054571312e-11,"std_error":11.394458796589609,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-95.28093107993328,"ci_upper":-56.31546892006713,"coordinate":10,"df":99.0,"estimate":-75.79820000000021,"inference_status":"inferential","name":"event_+10","p_value":9.518198831605656e-12,"std_error":9.81885124222746,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-101.88725911957806,"ci_upper":-58.7023408804227,"coordinate":11,"df":99.0,"estimate":-80.29480000000038,"inference_status":"inferential","name":"event_+11","p_value":5.0114713585590574e-11,"std_error":10.88210596241208,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-112.31338273482717,"ci_upper":-66.49341726517375,"coordinate":12,"df":99.0,"estimate":-89.40340000000046,"inference_status":"inferential","name":"event_+12","p_value":8.483322475414597e-12,"std_error":11.546107756266148,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-111.2841299112714,"ci_upper":-65.38107008872953,"coordinate":13,"df":99.0,"estimate":-88.33260000000047,"inference_status":"inferential","name":"event_+13","p_value":1.4289154762838404e-11,"std_error":11.567046583752234,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-92.13107922026427,"ci_upper":-44.45692077973633,"coordinate":14,"df":99.0,"estimate":-68.2940000000003,"inference_status":"inferential","name":"event_+14","p_value":1.3247470115943474e-07,"std_error":12.013343198789723,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-96.96999282340713,"ci_upper":-55.17480717659347,"coordinate":15,"df":99.0,"estimate":-76.0724000000003,"inference_status":"inferential","name":"event_+15","p_value":1.062413923403268e-10,"std_error":10.531909228322451,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-100.86758974325983,"ci_upper":-56.85801025674068,"coordinate":16,"df":99.0,"estimate":-78.86280000000025,"inference_status":"inferential","name":"event_+16","p_value":1.8183167031752788e-10,"std_error":11.089911174111451,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-94.65703925837353,"ci_upper":-54.05056074162685,"coordinate":17,"df":99.0,"estimate":-74.35380000000019,"inference_status":"inferential","name":"event_+17","p_value":8.615034214026616e-11,"std_error":10.232368613795243,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-102.82357922231719,"ci_upper":-59.6220207776833,"coordinate":18,"df":99.0,"estimate":-81.22280000000025,"inference_status":"inferential","name":"event_+18","p_value":3.3603511839734154e-11,"std_error":10.886299104060539,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-101.25628154774219,"ci_upper":-57.34691845225822,"coordinate":19,"df":99.0,"estimate":-79.3016000000002,"inference_status":"inferential","name":"event_+19","p_value":1.3904497893686043e-10,"std_error":11.064657788649983,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-98.32756969230601,"ci_upper":-58.062830307694526,"coordinate":20,"df":99.0,"estimate":-78.19520000000027,"inference_status":"inferential","name":"event_+20","p_value":1.0136419467709067e-11,"std_error":10.14625425723208,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-107.88394281032022,"ci_upper":-66.73125718968062,"coordinate":21,"df":99.0,"estimate":-87.30760000000042,"inference_status":"inferential","name":"event_+21","p_value":3.00921427107248e-13,"std_error":10.37000656297621,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-106.92696847618996,"ci_upper":-64.71663152381095,"coordinate":22,"df":99.0,"estimate":-85.82180000000045,"inference_status":"inferential","name":"event_+22","p_value":1.710982393276535e-12,"std_error":10.636522613777457,"support_reason":"Coordinate has reportable point and uncertainty estimates."},{"ci_level":0.95,"ci_lower":-109.73346964194842,"ci_upper":-67.47213035805261,"coordinate":23,"df":99.0,"estimate":-88.60280000000051,"inference_status":"inferential","name":"event_+23","p_value":4.92704443726095e-13,"std_error":10.649374618563533,"support_reason":"Coordinate has reportable point and uncertainty estimates."}],"estimand":"event_study","estimator":"event_study","inference_counts":{"inferential":47,"normalized_reference":1,"point_only":0,"unsupported":0},"path_kind":"event","projected_horizon":[-24,-23,-22,-21,-20,-19,-18,-17,-16,-15,-14,-13,-12,-11,-10,-9,-8,-7,-6,-5,-4,-3,-2,-1,0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23],"role":"diagnostic","schema_version":1,"support_window":null,"weight_basis":null}],"engine":{"backend":"numpy","deterministic":true,"implementation":"causal-didacto","numba":"0.66.0","numpy":"2.4.6","pandas":"2.3.3","python":"3.12.11","scipy":"1.18.0","source_revision":null,"threads":1,"version":"0.3.0rc18"},"estimator_comparison_summary":{"different_estimands":true,"different_weights":true,"estimator_count":2,"estimators":[{"aggregation":"event_time_path","confirmatory_eligible":null,"estimand":"event_study","estimator":"event_study","governed_role_eligible":null,"low_level_callable":null,"role":"diagnostic","weighting":"unspecified"},{"aggregation":"weighted_post_average","confirmatory_eligible":null,"estimand":"att_overall","estimator":"twfe","governed_role_eligible":null,"low_level_callable":null,"role":"headline","weighting":"residualized_treatment_variance"}],"interpretation":"Estimator results are reported side by side; unlike estimands or weighting schemes are not averaged together.","overall_estimand_weight_differences":[{"aggregation":"weighted_post_average","estimand":"att_overall","weighting":"residualized_treatment_variance"},{"aggregation":"event_time_path","estimand":"event_study","weighting":"unspecified"}],"path_coordinate_count":48,"path_count":1,"path_inference_counts":{"inferential":47,"normalized_reference":1,"point_only":0,"unsupported":0},"pooled_average_computed":false,"schema_version":1},"evidence_reasons":["Predeclared non-gating diagnostics were not assessed: staggered heterogeneity warning"],"evidence_status":"qualified","executions":[{"certificate":{"components":{"band":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"No simultaneous band was certified for this result.","reason_code":"uniform_band_not_assessed","state":"passed"},"covariance":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"The estimator reports identified support for nominal inference.","reason_code":"inferential_support_identified","state":"passed"},"interval":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","confidence_level":0.95,"estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"Confidence intervals use the declared inference level.","reason_code":"typed_confidence_intervals","state":"passed"},"point":{"evidence":{"degeneracy_classification":"none","effects":1},"message":"Point estimates passed the typed result contract.","reason_code":"finite_typed_result","state":"passed"},"provenance":{"evidence":{"backend_resolution":{"actual":"numpy","data_path":"legacy_panel","effective_threads":null,"fallback_reason":null,"orchestrator_resolved":"numpy","requested":"numpy"},"mismatches":[],"missing":[],"procedure_binding":{"declared_design_options":{},"estimator":"twfe","plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","resolved_backend":"numpy","resolved_design_options":{},"target_contract_hash":"f79f6486155b09cb86b1fa4d3f627543fbc3e3388b956466e2c03f9ce71336b7","variant":"default"},"realized_procedure_assessment":{"available":false,"certified_profile_passed":false,"mismatches":[],"missing":[],"required":false},"required_design_options":[],"variant_parity_record":{"passed":true,"procedure":"estimator::twfe","source":"immutable_packaged_parity_status","target_contract_hash":"f79f6486155b09cb86b1fa4d3f627543fbc3e3388b956466e2c03f9ce71336b7","variant":"default","variant_record_hash":"189ff9b4877f91a9571f3e42a9623beb888240414ccfa08fae44e939408131fd"}},"message":"Execution provenance is complete and matches the confirmed procedure contract.","reason_code":"provenance_bound","state":"passed"},"selection":{"evidence":{"degeneracy_classification":"none","plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5"},"message":"Estimator selection was fixed by the confirmed outcome-blind plan.","reason_code":"outcome_blind_plan","state":"passed"},"solver_integrity":{"evidence":{"accepted_converged_statuses":["converged","optimal"],"solver_required":false,"solver_status":null,"solver_status_path":["solver_status"]},"message":"The executed estimator path does not require iterative-solver convergence.","reason_code":"solver_not_required","state":"passed"},"standard_error":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"The estimator reports identified support for nominal inference.","reason_code":"inferential_support_identified","state":"passed"},"support":{"evidence":{"errors":0,"excluded_cells":[],"governed_expected_warnings":[],"latest_cohort_profile_verified":false,"unresolved_warnings":[],"warnings":0},"message":"Realized support is complete for the reported estimand.","reason_code":"panel_validation","state":"passed"},"weight":{"evidence":{},"message":"Weight semantics are supported for this plan.","reason_code":"unweighted_or_supported","state":"passed"}},"parity_passed":true,"procedure":"twfe","schema_version":3,"state":"passed","variant":"default"},"error":null,"error_type":null,"estimator":"twfe","public_inference_reporting":{"global_vector_certificate_limits_marginal_inference":true,"inference_scope":"effect_vector","joint_covariance_available":true,"joint_inference_governs":[],"joint_support_status":"identified","joint_vector_limit_applies_to_marginal":true,"marginal_scope_override_applied":false,"marginal_support_status":null,"nominal_inference_available":true,"qualification":null,"reason_codes":[],"reporting_role":"nominal_inference","simultaneous_band_available":true,"status":"available","support_status":"identified","whole_path_inference_available":true},"result":{"diagnostics":{"exit_code":0,"findings":[{"check":"min_observations","details":{"n_rows":4800,"required":30},"effective_severity":"INFO","failure_severity":"ERROR","message":"4800 rows (minimum 30)","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"outcome_missingness","details":{"missing":0,"share":0.0},"effective_severity":"INFO","failure_severity":"WARNING","message":"0 missing outcome value(s) (0.0% of rows; threshold 5.0%).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"panel_gaps","details":{"gap_count":0,"gap_share":0.0},"effective_severity":"INFO","failure_severity":"WARNING","message":"0 missing interior (unit, period) cell(s) (0.0%).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"panel_balance","details":{"balanced":true,"n_periods":48,"n_units":100},"effective_severity":"INFO","failure_severity":"INFO","message":"Panel is balanced: 100 unit(s) x 48 period(s), 4800 rows.","passed":true,"severity":"INFO","status":"passed","suggestion":null},{"check":"arm_sizes","details":{"n_never_treated":50,"n_treated":50,"required_control":2,"required_treated":2,"staggered":false},"effective_severity":"INFO","failure_severity":"ERROR","message":"50 treated unit(s), 50 never-treated unit(s).","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"cluster_count","details":{"cluster_unit":"unit","comparison_clusters":100,"nominal_inference_minimum_per_arm":30,"profile_admits_arm_sizes":true,"reason_code":"sufficient_clusters","status":"identified","total_clusters":100,"treated_clusters":50,"variance_identified_minimum_per_arm":2},"effective_severity":"INFO","failure_severity":"WARNING","message":"50 treated and 100 comparison unit cluster(s).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"control_availability","details":{"never_treated":50},"effective_severity":"INFO","failure_severity":"ERROR","message":"50 never-treated unit(s) available as comparisons.","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"pre_period_coverage","details":{"median":24.0,"min":24},"effective_severity":"INFO","failure_severity":"ERROR","message":"All 50 treated unit(s) have >= 4 observed pre-treatment period(s) (min 24, median 24).","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"post_period_coverage","details":{"median":24.0,"min":24},"effective_severity":"INFO","failure_severity":"ERROR","message":"All 50 treated unit(s) have >= 1 observed post-treatment period(s) (min 24, median 24).","passed":true,"severity":"ERROR","status":"passed","suggestion":null}],"n_errors":0,"n_warnings":0,"passed":true},"effects":[{"ci_level":0.95,"ci_lower":-92.57829485014179,"ci_upper":-84.47863848319153,"df":99.0,"estimate":-88.52846666666666,"name":"att","p_value":3.2291299862775403e-66,"std_error":2.0410208572390327}],"estimand":"att_overall","estimator":"twfe","inference":{"ci_level":0.95,"df":99.0,"metadata":{"cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50}},"method":"CR1 (one-way)","n_clusters":100,"notes":[]},"n_treated_units":50,"n_units":100,"nobs":4800,"provenance":{"backend_resolution":{"actual":"numpy","data_path":"legacy_panel","effective_threads":null,"fallback_reason":null,"orchestrator_resolved":"numpy","requested":"numpy"},"cluster":"unit","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"covariates":[],"data_path":"legacy_panel","declared_target_contract":{"assignment_unit":"zip_id","declared_target_cells":[],"outcome_scale":"additive","outcome_scale_factor":1.0,"resolved_target_cells":[],"target_contract_hash":"f79f6486155b09cb86b1fa4d3f627543fbc3e3388b956466e2c03f9ce71336b7"},"degeneracy_classification":"none","fitted_sample":{"all_input_rows_used":true,"execution_snapshot_id":"ds_42d8e3ea604dad6e916d","fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","fingerprint_scope":"complete_workflow_execution_snapshot","n_units":100,"nobs":4800,"plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","schema_version":1,"treatment_bound":true},"inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"outcome_scale":"additive","outcome_scale_transform":{"covariance_factor":1.0,"factor":1.0,"identity_scope":"effects_vcov_and_scale_bearing_provenance","input_encoding":"native_outcome_units","input_result_sha256":"2dddb3f62623097184c3f44ca4687afc636a12938ba39f1362beff7a8e77f714","output_scale":"additive","provenance_scale_schema_version":1,"result_identity_schema_version":1,"scale_bearing_paths":["effects","vcov"],"scaled_result_sha256":"2dddb3f62623097184c3f44ca4687afc636a12938ba39f1362beff7a8e77f714","schema_version":3,"stage":"post_fit_post_target_binding","transform_version":"outcome_scale_v3"},"prepared_fingerprint":null,"procedure_binding":{"declared_design_options":{},"estimator":"twfe","plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","resolved_backend":"numpy","resolved_design_options":{},"target_contract_hash":"f79f6486155b09cb86b1fa4d3f627543fbc3e3388b956466e2c03f9ce71336b7","variant":"default"},"r_squared":0.2908338943530665,"result_contract":"matched_confirmed_plan","staggered":false,"target_signature":{"aggregation":"weighted_post_average","aggregation_matrix":[],"baseline":"last_pre_period","conditioning":"unconditional","control_group":"residualized_all_observations","effect_family":"overall","event_window":[-24,23],"full_hash":"1e19aedb784b2df96dc2fc41d83495e1c6d33c51a353bf2c3e2fd2d0ae16a40c","outcome":"median_rent","outcome_scale":"additive","outcome_scale_factor":1.0,"post_weights":[],"provenance_complete":false,"regularization":"none","sample_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","support_cells":[],"target_hash":"8c71a39df25f0701cce6af184853d2790f38786f0ccf38a803301aa87031bd2c","target_population":"unavailable","target_roles":[{"name":"att","target_role":"effect"}],"treated_membership":[],"weighting":"residualized_treatment_variance"},"upstream_sample_restriction":{"dropped_calendar_periods":[],"dropped_observations":0,"execution_snapshot_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","execution_snapshot_id":"ds_42d8e3ea604dad6e916d","fitted_input_n_units":100,"fitted_input_nobs":4800,"latest_cohort_policy_verified":false,"latest_cohort_reference":null,"latest_reference_unit_count":50,"outcome_blind":true,"plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","restriction_hash":"c15bf5626ef7983c4c0e489ee8e95d85693af3f0c8be15bf12cb9b13eff6648f","retained_calendar_periods":["2019-01","2019-02","2019-03","2019-04","2019-05","2019-06","2019-07","2019-08","2019-09","2019-10","2019-11","2019-12","2020-01","2020-02","2020-03","2020-04","2020-05","2020-06","2020-07","2020-08","2020-09","2020-10","2020-11","2020-12","2021-01","2021-02","2021-03","2021-04","2021-05","2021-06","2021-07","2021-08","2021-09","2021-10","2021-11","2021-12","2022-01","2022-02","2022-03","2022-04","2022-05","2022-06","2022-07","2022-08","2022-09","2022-10","2022-11","2022-12"],"schema_version":1,"source_calendar_periods":["2019-01","2019-02","2019-03","2019-04","2019-05","2019-06","2019-07","2019-08","2019-09","2019-10","2019-11","2019-12","2020-01","2020-02","2020-03","2020-04","2020-05","2020-06","2020-07","2020-08","2020-09","2020-10","2020-11","2020-12","2021-01","2021-02","2021-03","2021-04","2021-05","2021-06","2021-07","2021-08","2021-09","2021-10","2021-11","2021-12","2022-01","2022-02","2022-03","2022-04","2022-05","2022-06","2022-07","2022-08","2022-09","2022-10","2022-11","2022-12"],"source_n_units":100,"source_nobs":4800,"source_snapshot_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","source_snapshot_id":"ds_42d8e3ea604dad6e916d","trimmed_support":[]}},"vcov":[[4.165766139684757]]},"role":"headline","role_label":"selected_primary","status":"completed"},{"certificate":{"components":{"band":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"No simultaneous band was certified for this result.","reason_code":"uniform_band_not_assessed","state":"not_assessed"},"covariance":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"The estimator reports identified support for nominal inference.","reason_code":"inferential_support_identified","state":"passed"},"interval":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","confidence_level":0.95,"estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"Confidence intervals use the declared inference level.","reason_code":"typed_confidence_intervals","state":"passed"},"point":{"evidence":{"degeneracy_classification":"none","effects":47},"message":"Point estimates passed the typed result contract.","reason_code":"finite_typed_result","state":"passed"},"provenance":{"evidence":{"backend_resolution":{"actual":"numpy","data_path":"legacy_panel","effective_threads":null,"fallback_reason":null,"orchestrator_resolved":"numpy","requested":"numpy"},"mismatches":[],"missing":[],"procedure_binding":{"declared_design_options":{},"estimator":"event_study","plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","resolved_backend":"numpy","resolved_design_options":{},"target_contract_hash":"f79f6486155b09cb86b1fa4d3f627543fbc3e3388b956466e2c03f9ce71336b7","variant":"default"},"realized_procedure_assessment":{"available":false,"certified_profile_passed":false,"mismatches":[],"missing":[],"required":false},"required_design_options":[],"variant_parity_record":null},"message":"Execution provenance is complete and matches the confirmed procedure contract.","reason_code":"provenance_bound","state":"passed"},"selection":{"evidence":{"degeneracy_classification":"none","plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5"},"message":"Estimator selection was fixed by the confirmed outcome-blind plan.","reason_code":"outcome_blind_plan","state":"passed"},"solver_integrity":{"evidence":{"accepted_converged_statuses":["converged","optimal"],"solver_required":false,"solver_status":null,"solver_status_path":["solver_status"]},"message":"The executed estimator path does not require iterative-solver convergence.","reason_code":"solver_not_required","state":"passed"},"standard_error":{"evidence":{"binding_support":"estimator_contract","cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"cluster_support_status":"identified","estimator_support_status":"identified","support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"support_status":"identified"},"message":"The estimator reports identified support for nominal inference.","reason_code":"inferential_support_identified","state":"passed"},"support":{"evidence":{"errors":0,"excluded_cells":[],"governed_expected_warnings":[],"latest_cohort_profile_verified":false,"unresolved_warnings":[],"warnings":0},"message":"Realized support is complete for the reported estimand.","reason_code":"panel_validation","state":"passed"},"weight":{"evidence":{},"message":"Weight semantics are supported for this plan.","reason_code":"unweighted_or_supported","state":"passed"}},"parity_passed":false,"procedure":"event_study","schema_version":3,"state":"not_assessed","variant":"default"},"error":null,"error_type":null,"estimator":"event_study","public_inference_reporting":{"global_vector_certificate_limits_marginal_inference":true,"inference_scope":"effect_vector","joint_covariance_available":true,"joint_inference_governs":[],"joint_support_status":"identified","joint_vector_limit_applies_to_marginal":true,"marginal_scope_override_applied":false,"marginal_support_status":null,"nominal_inference_available":true,"qualification":null,"reason_codes":[],"reporting_role":"nominal_inference","simultaneous_band_available":true,"status":"available","support_status":"identified","whole_path_inference_available":true},"result":{"diagnostics":{"exit_code":0,"findings":[{"check":"min_observations","details":{"n_rows":4800,"required":30},"effective_severity":"INFO","failure_severity":"ERROR","message":"4800 rows (minimum 30)","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"outcome_missingness","details":{"missing":0,"share":0.0},"effective_severity":"INFO","failure_severity":"WARNING","message":"0 missing outcome value(s) (0.0% of rows; threshold 5.0%).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"panel_gaps","details":{"gap_count":0,"gap_share":0.0},"effective_severity":"INFO","failure_severity":"WARNING","message":"0 missing interior (unit, period) cell(s) (0.0%).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"panel_balance","details":{"balanced":true,"n_periods":48,"n_units":100},"effective_severity":"INFO","failure_severity":"INFO","message":"Panel is balanced: 100 unit(s) x 48 period(s), 4800 rows.","passed":true,"severity":"INFO","status":"passed","suggestion":null},{"check":"arm_sizes","details":{"n_never_treated":50,"n_treated":50,"required_control":2,"required_treated":2,"staggered":false},"effective_severity":"INFO","failure_severity":"ERROR","message":"50 treated unit(s), 50 never-treated unit(s).","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"cluster_count","details":{"cluster_unit":"unit","comparison_clusters":100,"nominal_inference_minimum_per_arm":30,"profile_admits_arm_sizes":true,"reason_code":"sufficient_clusters","status":"identified","total_clusters":100,"treated_clusters":50,"variance_identified_minimum_per_arm":2},"effective_severity":"INFO","failure_severity":"WARNING","message":"50 treated and 100 comparison unit cluster(s).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"control_availability","details":{"never_treated":50},"effective_severity":"INFO","failure_severity":"ERROR","message":"50 never-treated unit(s) available as comparisons.","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"pre_period_coverage","details":{"median":24.0,"min":24},"effective_severity":"INFO","failure_severity":"ERROR","message":"All 50 treated unit(s) have >= 4 observed pre-treatment period(s) (min 24, median 24).","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"post_period_coverage","details":{"median":24.0,"min":24},"effective_severity":"INFO","failure_severity":"ERROR","message":"All 50 treated unit(s) have >= 1 observed post-treatment period(s) (min 24, median 24).","passed":true,"severity":"ERROR","status":"passed","suggestion":null}],"n_errors":0,"n_warnings":0,"passed":true},"effects":[{"ci_level":0.95,"ci_lower":-16.624959646737256,"ci_upper":27.705359646736458,"df":99.0,"estimate":5.540199999999601,"name":"event_-24","p_value":0.6210242481066109,"std_error":11.17073394066884},{"ci_level":0.95,"ci_lower":-29.271185088106336,"ci_upper":13.254785088106019,"df":99.0,"estimate":-8.008200000000159,"name":"event_-23","p_value":0.45664876396728726,"std_error":10.716058579736472},{"ci_level":0.95,"ci_lower":-13.787506012089814,"ci_upper":25.905506012089866,"df":99.0,"estimate":6.059000000000026,"name":"event_-22","p_value":0.5460554009623546,"std_error":10.002185494999525},{"ci_level":0.95,"ci_lower":-12.692298472806527,"ci_upper":24.487898472806734,"df":99.0,"estimate":5.897800000000103,"name":"event_-21","p_value":0.5304701481476822,"std_error":9.368984806799231},{"ci_level":0.95,"ci_lower":-6.548073618269264,"ci_upper":39.00087361826946,"df":99.0,"estimate":16.226400000000098,"name":"event_-20","p_value":0.16058137914528756,"std_error":11.477814258194275},{"ci_level":0.95,"ci_lower":-12.57500187138304,"ci_upper":29.727001871382743,"df":99.0,"estimate":8.575999999999851,"name":"event_-19","p_value":0.42301798556588965,"std_error":10.659621597563856},{"ci_level":0.95,"ci_lower":-18.067959219189227,"ci_upper":23.702359219188686,"df":99.0,"estimate":2.8171999999997297,"name":"event_-18","p_value":0.7895247144582508,"std_error":10.525642975931081},{"ci_level":0.95,"ci_lower":-12.918022392001834,"ci_upper":25.761622392001588,"df":99.0,"estimate":6.421799999999877,"name":"event_-17","p_value":0.511514885088161,"std_error":9.746828529279105},{"ci_level":0.95,"ci_lower":-18.591070729281075,"ci_upper":26.08187072928094,"df":99.0,"estimate":3.7453999999999326,"name":"event_-16","p_value":0.7400526900644931,"std_error":11.257070811446598},{"ci_level":0.95,"ci_lower":-11.977791839899822,"ci_upper":28.92499183990023,"df":99.0,"estimate":8.473600000000204,"name":"event_-15","p_value":0.4129852908362771,"std_error":10.307034129281462},{"ci_level":0.95,"ci_lower":-10.235757956242814,"ci_upper":33.07495795624282,"df":99.0,"estimate":11.419600000000003,"name":"event_-14","p_value":0.29795001514629743,"std_error":10.913805538718417},{"ci_level":0.95,"ci_lower":-23.848388869352014,"ci_upper":15.438388869352103,"df":99.0,"estimate":-4.204999999999956,"name":"event_-13","p_value":0.6719368323323882,"std_error":9.899819096720655},{"ci_level":0.95,"ci_lower":-29.011822499677326,"ci_upper":13.486222499676874,"df":99.0,"estimate":-7.762800000000226,"name":"event_-12","p_value":0.4702329440212156,"std_error":10.709021754243215},{"ci_level":0.95,"ci_lower":-22.81740093699765,"ci_upper":18.227400936997334,"df":99.0,"estimate":-2.295000000000158,"name":"event_-11","p_value":0.8248542327109467,"std_error":10.3428210915089},{"ci_level":0.95,"ci_lower":-16.86388642313114,"ci_upper":25.887086423131286,"df":99.0,"estimate":4.511600000000072,"name":"event_-10","p_value":0.6762715781195908,"std_error":10.77275668169306},{"ci_level":0.95,"ci_lower":-4.613162199001923,"ci_upper":34.92836219900272,"df":99.0,"estimate":15.1576000000004,"name":"event_-9","p_value":0.13138863786741545,"std_error":9.964012344111485},{"ci_level":0.95,"ci_lower":-6.131829880491658,"ci_upper":35.67982988049166,"df":99.0,"estimate":14.774000000000001,"name":"event_-8","p_value":0.16397387840115982,"std_error":10.53606051685884},{"ci_level":0.95,"ci_lower":-15.145097835090745,"ci_upper":27.95029783509053,"df":99.0,"estimate":6.402599999999893,"name":"event_-7","p_value":0.556813679341482,"std_error":10.859547297921663},{"ci_level":0.95,"ci_lower":-12.075208419271487,"ci_upper":29.97400841927171,"df":99.0,"estimate":8.94940000000011,"name":"event_-6","p_value":0.4003662354550883,"std_error":10.59592218606037},{"ci_level":0.95,"ci_lower":0.7305504277968033,"ci_upper":44.31504957220386,"df":99.0,"estimate":22.52280000000033,"name":"event_-5","p_value":0.042934908796741236,"std_error":10.98279578489652},{"ci_level":0.95,"ci_lower":-24.822269920049465,"ci_upper":21.598269920048452,"df":99.0,"estimate":-1.6120000000005064,"name":"event_-4","p_value":0.8906721687174204,"std_error":11.697445635413974},{"ci_level":0.95,"ci_lower":-17.893900628733647,"ci_upper":23.638300628732438,"df":99.0,"estimate":2.8721999999993955,"name":"event_-3","p_value":0.7843176518374628,"std_error":10.465640167084636},{"ci_level":0.95,"ci_lower":-7.82537978100769,"ci_upper":34.708179781007324,"df":99.0,"estimate":13.441399999999817,"name":"event_-2","p_value":0.2127590222528066,"std_error":10.717971018241897},{"ci_level":0.95,"ci_lower":-120.21200490274188,"ci_upper":-75.7995950972593,"df":99.0,"estimate":-98.00580000000059,"name":"event_+0","p_value":5.581201855390017e-14,"std_error":11.191419811723227},{"ci_level":0.95,"ci_lower":-110.2291951404136,"ci_upper":-68.68920485958705,"df":99.0,"estimate":-89.45920000000032,"name":"event_+1","p_value":1.598851326971215e-13,"std_error":10.46760291197355},{"ci_level":0.95,"ci_lower":-103.0631755302881,"ci_upper":-64.32562446971212,"df":99.0,"estimate":-83.69440000000012,"name":"event_+2","p_value":1.3926657263923657e-13,"std_error":9.761420249334282},{"ci_level":0.95,"ci_lower":-107.73219302931635,"ci_upper":-63.3294069706849,"df":99.0,"estimate":-85.53080000000062,"name":"event_+3","p_value":1.3767317760864719e-11,"std_error":11.188994737478335},{"ci_level":0.95,"ci_lower":-100.27004164800664,"ci_upper":-60.866358351993796,"df":99.0,"estimate":-80.56820000000022,"name":"event_+4","p_value":1.3657346074919874e-12,"std_error":9.929277961391493},{"ci_level":0.95,"ci_lower":-88.17177315580332,"ci_upper":-47.47782684419722,"df":99.0,"estimate":-67.82480000000027,"name":"event_+5","p_value":1.9202072174533085e-09,"std_error":10.254409498686762},{"ci_level":0.95,"ci_lower":-112.52588370192012,"ci_upper":-70.26371629808091,"df":99.0,"estimate":-91.39480000000052,"name":"event_+6","p_value":1.3381635157529277e-13,"std_error":10.649583295327115},{"ci_level":0.95,"ci_lower":-105.98202848895468,"ci_upper":-63.2075715110457,"df":99.0,"estimate":-84.59480000000019,"name":"event_+7","p_value":5.0634900274093896e-12,"std_error":10.778674414536683},{"ci_level":0.95,"ci_lower":-106.08692807081731,"ci_upper":-64.14507192918335,"df":99.0,"estimate":-85.11600000000033,"name":"event_+8","p_value":1.843729144655683e-12,"std_error":10.568868517149973},{"ci_level":0.95,"ci_lower":-109.31407829834652,"ci_upper":-64.09592170165436,"df":99.0,"estimate":-86.70500000000044,"name":"event_+9","p_value":1.631623054571312e-11,"std_error":11.394458796589609},{"ci_level":0.95,"ci_lower":-95.28093107993328,"ci_upper":-56.31546892006713,"df":99.0,"estimate":-75.79820000000021,"name":"event_+10","p_value":9.518198831605656e-12,"std_error":9.81885124222746},{"ci_level":0.95,"ci_lower":-101.88725911957806,"ci_upper":-58.7023408804227,"df":99.0,"estimate":-80.29480000000038,"name":"event_+11","p_value":5.0114713585590574e-11,"std_error":10.88210596241208},{"ci_level":0.95,"ci_lower":-112.31338273482717,"ci_upper":-66.49341726517375,"df":99.0,"estimate":-89.40340000000046,"name":"event_+12","p_value":8.483322475414597e-12,"std_error":11.546107756266148},{"ci_level":0.95,"ci_lower":-111.2841299112714,"ci_upper":-65.38107008872953,"df":99.0,"estimate":-88.33260000000047,"name":"event_+13","p_value":1.4289154762838404e-11,"std_error":11.567046583752234},{"ci_level":0.95,"ci_lower":-92.13107922026427,"ci_upper":-44.45692077973633,"df":99.0,"estimate":-68.2940000000003,"name":"event_+14","p_value":1.3247470115943474e-07,"std_error":12.013343198789723},{"ci_level":0.95,"ci_lower":-96.96999282340713,"ci_upper":-55.17480717659347,"df":99.0,"estimate":-76.0724000000003,"name":"event_+15","p_value":1.062413923403268e-10,"std_error":10.531909228322451},{"ci_level":0.95,"ci_lower":-100.86758974325983,"ci_upper":-56.85801025674068,"df":99.0,"estimate":-78.86280000000025,"name":"event_+16","p_value":1.8183167031752788e-10,"std_error":11.089911174111451},{"ci_level":0.95,"ci_lower":-94.65703925837353,"ci_upper":-54.05056074162685,"df":99.0,"estimate":-74.35380000000019,"name":"event_+17","p_value":8.615034214026616e-11,"std_error":10.232368613795243},{"ci_level":0.95,"ci_lower":-102.82357922231719,"ci_upper":-59.6220207776833,"df":99.0,"estimate":-81.22280000000025,"name":"event_+18","p_value":3.3603511839734154e-11,"std_error":10.886299104060539},{"ci_level":0.95,"ci_lower":-101.25628154774219,"ci_upper":-57.34691845225822,"df":99.0,"estimate":-79.3016000000002,"name":"event_+19","p_value":1.3904497893686043e-10,"std_error":11.064657788649983},{"ci_level":0.95,"ci_lower":-98.32756969230601,"ci_upper":-58.062830307694526,"df":99.0,"estimate":-78.19520000000027,"name":"event_+20","p_value":1.0136419467709067e-11,"std_error":10.14625425723208},{"ci_level":0.95,"ci_lower":-107.88394281032022,"ci_upper":-66.73125718968062,"df":99.0,"estimate":-87.30760000000042,"name":"event_+21","p_value":3.00921427107248e-13,"std_error":10.37000656297621},{"ci_level":0.95,"ci_lower":-106.92696847618996,"ci_upper":-64.71663152381095,"df":99.0,"estimate":-85.82180000000045,"name":"event_+22","p_value":1.710982393276535e-12,"std_error":10.636522613777457},{"ci_level":0.95,"ci_lower":-109.73346964194842,"ci_upper":-67.47213035805261,"df":99.0,"estimate":-88.60280000000051,"name":"event_+23","p_value":4.92704443726095e-13,"std_error":10.649374618563533}],"estimand":"event_study","estimator":"event_study","inference":{"ci_level":0.95,"df":99.0,"metadata":{"cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50}},"method":"CR1 (one-way)","n_clusters":100,"notes":["Reference lead = -1.","Joint pretrend inference uses F(q, G-1) with G=100 unit clusters."]},"n_treated_units":50,"n_units":100,"nobs":4800,"provenance":{"att_average_post":{"ci_level":0.95,"ci_lower":-98.88416495229777,"ci_upper":-66.51230171436956,"df":99.0,"estimate":-82.69823333333366,"name":"att_average_post","p_value":5.4736039727148076e-17,"std_error":8.15733965281526},"backend_resolution":{"actual":"numpy","data_path":"legacy_panel","effective_threads":null,"fallback_reason":null,"orchestrator_resolved":"numpy","requested":"numpy"},"cluster_inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"covariates":[],"data_path":"legacy_panel","declared_target_contract":{"assignment_unit":"zip_id","declared_target_cells":[],"outcome_scale":"additive","outcome_scale_factor":1.0,"resolved_target_cells":[],"target_contract_hash":"f79f6486155b09cb86b1fa4d3f627543fbc3e3388b956466e2c03f9ce71336b7"},"degeneracy_classification":"none","event_times":[-24,-23,-22,-21,-20,-19,-18,-17,-16,-15,-14,-13,-12,-11,-10,-9,-8,-7,-6,-5,-4,-3,-2,0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23],"fitted_sample":{"all_input_rows_used":true,"execution_snapshot_id":"ds_42d8e3ea604dad6e916d","fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","fingerprint_scope":"complete_workflow_execution_snapshot","n_units":100,"nobs":4800,"plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","schema_version":1,"treatment_bound":true},"inference_support":{"cluster_unit":"unit","comparison_clusters":100,"point_estimation":"retained_with_declared_target_weights","reason":"50 treated and 100 comparison unit cluster(s) support the cluster-asymptotic reference distribution.","reason_code":"sufficient_clusters","rule":"Cluster-robust uncertainty is nonidentified when either the treated or the comparison arm has fewer than 2 clusters, and qualified when either arm has fewer than 30 clusters. Counts are cluster counts at the level used for inference, never total units or rows.","schema_version":1,"status":"identified","thresholds":{"nominal_coverage_floor":0.93,"nominal_inference_minimum_per_arm":30,"variance_identified_minimum_per_arm":2},"total_clusters":100,"treated_clusters":50},"outcome_scale":"additive","outcome_scale_transform":{"covariance_factor":1.0,"factor":1.0,"identity_scope":"effects_vcov_and_scale_bearing_provenance","input_encoding":"native_outcome_units","input_result_sha256":"9aa49e18ca01da6c6fc9ad207a181e21b16b27dcf61866a5c8fa65baf3b2c3d8","output_scale":"additive","provenance_scale_schema_version":1,"result_identity_schema_version":1,"scale_bearing_paths":["effects","vcov","provenance.att_average_post"],"scaled_result_sha256":"9aa49e18ca01da6c6fc9ad207a181e21b16b27dcf61866a5c8fa65baf3b2c3d8","schema_version":3,"stage":"post_fit_post_target_binding","transform_version":"outcome_scale_v3"},"prepared_fingerprint":null,"pretrend_test":{"covariance_rank":5,"denominator_df":99,"df":5,"error_type":null,"leads_estimated":23,"leads_tested":[-6,-5,-4,-3,-2],"note":"Joint pretrend inference uses F(q, G-1) with G=100 unit clusters.","numerator_df":5,"p_value":0.1473251072920069,"reason":null,"reason_code":null,"reference_distribution":"F(5, 99)","restrictions_tested":5,"statistic":1.6763039188981121,"status":"assessed"},"procedure_binding":{"declared_design_options":{},"estimator":"event_study","plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","resolved_backend":"numpy","resolved_design_options":{},"target_contract_hash":"f79f6486155b09cb86b1fa4d3f627543fbc3e3388b956466e2c03f9ce71336b7","variant":"default"},"r_squared":0.29858303573166545,"reference":-1,"result_contract":"matched_confirmed_plan","staggered":false,"target_signature":{"aggregation":"event_time_path","aggregation_matrix":[],"baseline":"event_-1","conditioning":"unconditional","control_group":"unspecified","effect_family":"average_post_event_path","event_window":[-24,23],"full_hash":"e034a85d0e1aecc3dcc0ebbca2a1ff8c8ce3c449e5cd34e72b23146505c8bce9","outcome":"median_rent","outcome_scale":"additive","outcome_scale_factor":1.0,"post_weights":[],"provenance_complete":false,"regularization":"none","sample_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","support_cells":[],"target_hash":"18cff2514ca79c197d4486c202ddae8c02c338be74816550e91454ad87da308a","target_population":"unavailable","target_roles":[{"name":"event_+0","target_role":"effect"},{"name":"event_+1","target_role":"effect"},{"name":"event_+10","target_role":"effect"},{"name":"event_+11","target_role":"effect"},{"name":"event_+12","target_role":"effect"},{"name":"event_+13","target_role":"effect"},{"name":"event_+14","target_role":"effect"},{"name":"event_+15","target_role":"effect"},{"name":"event_+16","target_role":"effect"},{"name":"event_+17","target_role":"effect"},{"name":"event_+18","target_role":"effect"},{"name":"event_+19","target_role":"effect"},{"name":"event_+2","target_role":"effect"},{"name":"event_+20","target_role":"effect"},{"name":"event_+21","target_role":"effect"},{"name":"event_+22","target_role":"effect"},{"name":"event_+23","target_role":"effect"},{"name":"event_+3","target_role":"effect"},{"name":"event_+4","target_role":"effect"},{"name":"event_+5","target_role":"effect"},{"name":"event_+6","target_role":"effect"},{"name":"event_+7","target_role":"effect"},{"name":"event_+8","target_role":"effect"},{"name":"event_+9","target_role":"effect"},{"name":"event_-10","target_role":"placebo"},{"name":"event_-11","target_role":"placebo"},{"name":"event_-12","target_role":"placebo"},{"name":"event_-13","target_role":"placebo"},{"name":"event_-14","target_role":"placebo"},{"name":"event_-15","target_role":"placebo"},{"name":"event_-16","target_role":"placebo"},{"name":"event_-17","target_role":"placebo"},{"name":"event_-18","target_role":"placebo"},{"name":"event_-19","target_role":"placebo"},{"name":"event_-2","target_role":"placebo"},{"name":"event_-20","target_role":"placebo"},{"name":"event_-21","target_role":"placebo"},{"name":"event_-22","target_role":"placebo"},{"name":"event_-23","target_role":"placebo"},{"name":"event_-24","target_role":"placebo"},{"name":"event_-3","target_role":"placebo"},{"name":"event_-4","target_role":"placebo"},{"name":"event_-5","target_role":"placebo"},{"name":"event_-6","target_role":"placebo"},{"name":"event_-7","target_role":"placebo"},{"name":"event_-8","target_role":"placebo"},{"name":"event_-9","target_role":"placebo"}],"treated_membership":[],"weighting":"unspecified"},"upstream_sample_restriction":{"dropped_calendar_periods":[],"dropped_observations":0,"execution_snapshot_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","execution_snapshot_id":"ds_42d8e3ea604dad6e916d","fitted_input_n_units":100,"fitted_input_nobs":4800,"latest_cohort_policy_verified":false,"latest_cohort_reference":null,"latest_reference_unit_count":50,"outcome_blind":true,"plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","restriction_hash":"c15bf5626ef7983c4c0e489ee8e95d85693af3f0c8be15bf12cb9b13eff6648f","retained_calendar_periods":["2019-01","2019-02","2019-03","2019-04","2019-05","2019-06","2019-07","2019-08","2019-09","2019-10","2019-11","2019-12","2020-01","2020-02","2020-03","2020-04","2020-05","2020-06","2020-07","2020-08","2020-09","2020-10","2020-11","2020-12","2021-01","2021-02","2021-03","2021-04","2021-05","2021-06","2021-07","2021-08","2021-09","2021-10","2021-11","2021-12","2022-01","2022-02","2022-03","2022-04","2022-05","2022-06","2022-07","2022-08","2022-09","2022-10","2022-11","2022-12"],"schema_version":1,"source_calendar_periods":["2019-01","2019-02","2019-03","2019-04","2019-05","2019-06","2019-07","2019-08","2019-09","2019-10","2019-11","2019-12","2020-01","2020-02","2020-03","2020-04","2020-05","2020-06","2020-07","2020-08","2020-09","2020-10","2020-11","2020-12","2021-01","2021-02","2021-03","2021-04","2021-05","2021-06","2021-07","2021-08","2021-09","2021-10","2021-11","2021-12","2022-01","2022-02","2022-03","2022-04","2022-05","2022-06","2022-07","2022-08","2022-09","2022-10","2022-11","2022-12"],"source_n_units":100,"source_nobs":4800,"source_snapshot_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","source_snapshot_id":"ds_42d8e3ea604dad6e916d","trimmed_support":[]}},"vcov":[[124.7852967732108,72.13614447142395,64.08742206285,63.94310916810436,80.95008368093065,71.1474311406138,63.33188319578636,56.67499083030403,76.32392463011959,64.07719782804827,72.49700305170037,61.08477622347559,73.14763140782753,69.15312791336102,67.82908267968762,74.64199388546325,60.524279111014536,68.9025263556641,66.26948437461022,75.39512404716575,75.57699553407951,58.90155429893252,69.46402504775875,66.4508319351713,69.20541138931057,61.67418624830243,73.58285320762681,62.54435376874287,66.29853015535349,83.77926558789065,80.34904432128516,67.70901984336108,75.07323732842806,59.13844225753445,64.01892338184331,81.68776648346989,82.05539747639929,68.40918947896928,62.74172599892519,69.04210185017396,70.4036945800768,69.83666819486629,67.05757594959788,65.93294029154202,74.30823264777057,69.01840057809693,72.34647193337896],[72.13614447142395,114.83391148434367,63.74042239645887,55.73308245336089,71.59391282567046,69.79107977572306,58.23553555188903,57.582103666424175,69.14409968844754,67.74722879614757,52.046982775395676,66.02461717284325,67.73641705919363,64.20315197408598,71.33463590217647,63.792318761452364,60.52791498060276,66.35608316849934,53.51130848763894,61.9150528777824,69.86181045721771,54.58576549842786,59.27025904098561,74.60812391721606,64.8345352669491,58.336347958420504,63.06832702514376,57.6700088671762,62.70395118791383,72.94840803670222,66.14529843833694,46.361044325963235,65.19892429907719,56.07044766623672,60.59596260860972,82.06440893237576,68.74580410321444,59.352100942022645,63.50711594921452,67.67163119022854,53.31703028924163,65.6324897990549,67.62423464237735,61.284783723632195,62.15690268291038,73.17872559205838,67.17752163405791],[64.08742206285,63.74042239645887,100.04371467637888,48.98671319815649,62.30997433348937,59.7052721859384,47.2868867621848,55.78430856014705,71.06096711031216,52.57447800025187,51.60566328428018,55.205312793658095,64.70995069523289,58.580565148974955,60.8106964819408,54.57781735824353,57.609345609832005,55.814467089558434,66.01450889603663,60.17293170810864,72.5055477196438,53.944972786014205,51.67916394629348,61.921142917540244,68.81845440912576,45.25564084779235,62.869226952053936,58.48642753036517,57.317229763971795,66.62210214930917,63.80072121884149,46.91790013747577,69.08403472357044,47.900983979463206,61.52212961557514,71.40063378716823,55.844928557725844,61.50800796813742,50.322959617119764,70.48165684100874,51.324155687519124,66.4375575732781,66.61389165528806,50.9601907267108,57.0691732286037,67.51299354243221,52.33650694866657],[63.94310916810436,55.73308245336089,48.98671319815649,87.77787631003483,60.745603540289125,54.435553856265315,46.60600272171762,52.25947427047537,60.78872120892055,60.9796226660917,54.96541570122434,55.569880856941616,54.82284631790653,55.19974081276688,49.100936007392406,49.388523338554904,51.13578201562048,45.54872176841206,53.56101551076449,57.81972437208759,56.16218356675319,53.18045225168527,49.89950550407882,64.1173937874656,59.429402114325725,40.40588011289499,59.55926663046971,47.100496264402,46.198501450635334,59.029546538048976,61.869414244442034,51.34262170623373,54.24914682613116,50.304872364884986,45.62717612359506,60.48404912876564,59.145369209282016,59.72442059270327,54.40831856419126,66.53449812344739,52.43593697327135,57.11114951247239,47.42986815686085,53.82677108362751,45.468358579969845,53.45032071848719,53.74669984324471],[80.95008368093065,71.59391282567046,62.30997433348937,60.745603540289125,131.7402201456078,80.75118158098255,58.74738233515157,62.32888521525415,70.51176293181412,64.8498479214615,67.47956435887285,64.66312630516049,78.28951663868597,68.18255982430745,67.14142520697706,81.5453307826871,81.33929985882125,73.63973480910607,69.11836645177921,72.04763206794456,82.85357247914948,67.12719389252749,64.73654265605364,80.32686531287962,76.49254396554069,64.05825939376757,80.7271528082073,77.9234248711702,67.32150147382069,76.70349029026215,83.74745564612446,72.90009023037945,73.11479234148985,67.2377408593472,66.14789916094992,83.19536365326957,80.40939094065301,83.6827308784945,74.56238960318557,76.88916888238904,61.298190664275985,69.02139586031672,65.65644360120245,61.05941980166823,70.60627271356199,77.81155551829121,72.31485050133915],[71.1474311406138,69.79107977572306,59.7052721859384,54.435553856265315,80.75118158098255,113.62753260324979,60.09515674534971,62.34989368164216,68.70997464128129,67.34275768468694,73.03956741650171,62.714281161231156,72.65897309822228,69.17914779049349,69.46738561445868,66.73621040827548,64.64451168977021,70.7766990301256,71.21110083842126,64.48090890935251,73.44398453344988,61.81488854179014,68.44606004966128,71.8968425007076,69.82376498662228,56.05282356148284,69.39256625156139,64.93183794600401,52.87326246934188,74.84876621322651,68.3993016921717,69.9730429205336,55.46773087994638,61.60176763358239,66.07384611750753,81.26770188053126,75.61599595677941,85.15625756845353,64.70669004755322,71.21567756770689,59.90815013542104,66.59646960372115,61.589049504155625,68.08634976984973,65.83228028305007,66.04308641366576,67.33313732610478],[63.33188319578636,58.23553555188903,47.2868867621848,46.60600272171762,58.74738233515157,60.09515674534971,110.78916005676732,48.326418740796996,60.18694867450759,53.37086223090554,56.09897760494363,58.922525886625166,64.87488762615018,57.83298829307221,65.03287956757836,62.02798029779434,46.375632662927075,55.927433909878445,47.53335740924925,58.24435882902223,55.68551602204155,62.640334830430746,58.47243573884091,68.82180989723815,53.33541698028414,56.23739738738334,63.302392525893,50.61467690162766,59.62291898513643,72.80694980404917,70.78061110600436,47.04397656785189,62.96950282585131,55.97793233303605,66.71898178673825,67.58467674618915,67.64458497534855,60.97918299865849,69.34490365543681,53.846524316320114,54.12287393305512,55.009376257941895,56.064096623115546,59.735560886149216,61.11495055780237,62.1898517067301,52.997597961262066],[56.67499083030403,57.582103666424175,55.78430856014705,52.25947427047537,62.32888521525415,62.34989368164216,48.326418740796996,95.00066637916906,66.60487269677557,60.00523714289428,56.87207232818959,49.05005908885998,65.37361109003307,56.31789492601928,50.917565653285074,53.23495069397432,58.546925223398674,51.55649798866412,60.215444062485815,52.52675345327313,73.06834895914412,54.45580940605588,53.92501623638034,57.54711272963968,51.96138598211074,44.02874493363825,60.27124857654569,56.4758412940282,55.611931127209246,62.37533606056428,59.35752666346592,57.10191992644664,54.77148697818227,52.18446819707961,54.162073531188184,66.3965493379035,62.945611574018756,55.59736135840991,56.84765333096082,48.14709378160184,44.993382619980665,56.69994789933516,64.51599828081609,52.415934653204076,43.47941951986059,56.53239009984322,51.94327960182097],[76.32392463011959,69.14409968844754,71.06096711031216,60.78872120892055,70.51176293181412,68.70997464128129,60.18694867450759,66.60487269677557,126.72164325392295,59.14232267390925,58.67601774540594,68.91148638757427,77.70268496526074,67.59542564319982,71.20610531678555,63.38039169667195,63.66703609864618,71.35993247882458,55.211039281649676,73.83677585762476,66.79420294067233,59.01723295870002,60.59868281189794,74.10878976076052,73.825999466192,54.33567801805907,62.394016744741,62.19140898082989,52.87746583151476,75.26101031422158,68.72805675346696,51.386543417481406,68.00615036838049,53.149351521364224,65.08480096936842,81.25899278489757,74.16570279273574,72.5022609701121,58.70354985785214,72.64501132441723,55.431149622881506,75.12644687285736,73.92627314757543,67.39367193993075,67.01770623049381,71.92380214217286,53.97310856924549],[64.07719782804827,67.74722879614757,52.57447800025187,60.9796226660917,64.8498479214615,67.34275768468694,53.37086223090554,60.00523714289428,59.14232267390925,106.23495254217286,59.6240677040456,56.50747796267241,64.62258483761335,61.710977616771316,60.838990876734705,60.17228267102158,52.57155162836886,64.61996957299749,69.9023673272321,58.197380335138774,75.32299797744169,59.96035886554126,53.45264079357077,64.5923382411836,63.85083532544479,50.627132497042325,70.09459945852868,54.41682033608713,60.580288316905026,70.85581175025877,63.95080840024785,58.15777930463489,59.70498189313466,60.374337290705064,60.17498588057471,70.71389637821468,59.696840873550485,77.72575622979959,62.45639458610818,66.59995269302922,60.213672185227125,71.87279401051859,56.13007210742758,61.71730204866688,55.035342262643944,60.36254770338046,66.45739044347721],[72.49700305170037,52.046982775395676,51.60566328428018,54.96541570122434,67.47956435887285,73.03956741650171,56.09897760494363,56.87207232818959,58.67601774540594,59.6240677040456,119.11115133696079,63.43350555956941,67.12749791991322,55.014171882600515,61.574402291948466,72.61854446338558,68.30189667520067,66.67769625307605,58.74001222865212,57.12572798441414,74.7611776512932,61.94660215969671,57.062855057380446,65.83302117588906,57.05999639859425,49.69318068726973,65.97305882354769,63.66101188856395,45.283436629186546,70.0788710864339,74.43080762863288,63.33391152992837,62.70595849037185,57.49373259030298,52.622976708522756,85.14316898587145,80.42422337901718,63.12976729964406,53.81619946400913,60.89783468379147,61.41002242196832,63.993710155660835,50.36610273173087,67.91462901377082,61.40563298159486,60.258139757914336,65.76714930924436],[61.08477622347559,66.02461717284325,55.205312793658095,55.569880856941616,64.66312630516049,62.714281161231156,58.922525886625166,49.05005908885998,68.91148638757427,56.50747796267241,63.43350555956941,98.00641814779496,60.70355110623329,52.36912949137809,64.1361792031972,54.82469792107538,51.98569390628623,63.99954756852485,57.4242637340585,64.20508935419409,65.40814323301294,58.91615942419814,52.18929108546887,56.690963285276325,59.196334378375695,56.66832559167719,54.16859618038811,58.82596090356019,56.00750760872893,62.64116855314798,63.61108227478648,53.94704622208802,58.83225344862766,48.65894569817847,65.06800071557512,72.10618180188285,59.29005060051206,65.78222445559572,63.30677450835428,62.274820695835444,49.68129012513055,63.158726639156896,50.51952388629226,56.94212986109412,57.14155949006039,57.37861867165762,62.61097233004293],[73.14763140782753,67.73641705919363,64.70995069523289,54.82284631790653,78.28951663868597,72.65897309822228,64.87488762615018,65.37361109003307,77.70268496526074,64.62258483761335,67.12749791991322,60.70355110623329,114.68314693285444,64.30912112214853,71.45345922468661,69.65413075879843,65.39905520840503,68.51752975067689,70.2733247663642,75.62493676381104,79.93267223203478,60.70223775251593,58.671372709455234,78.30679974642933,76.87227426217527,50.178736738485696,71.90484143181911,63.17194660493273,55.54870844697889,68.95997847397979,73.23603805426818,66.63635165894368,67.58790618732934,59.845198995444896,67.33589801664694,75.80918856668029,75.02370953599818,76.02285230534004,68.88629663554595,64.55414244456583,61.74666363049727,71.33368193682699,64.99376034449136,68.07573580649796,61.28867984136326,70.65983509858475,61.712654135803945],[69.15312791336102,64.20315197408598,58.580565148974955,55.19974081276688,68.18255982430745,69.17914779049349,57.83298829307221,56.31789492601928,67.59542564319982,61.710977616771316,55.014171882600515,52.36912949137809,64.30912112214853,106.97394813096138,56.30504691878876,63.790466698583884,56.86141961534978,71.4832745705668,64.06542209065162,65.90064226905727,75.37878729025863,53.28182791078651,67.7555023902721,70.37592721081961,69.29257935798232,53.473378152462374,75.02388058807995,56.22238637419555,56.55479631105281,66.93918411674855,54.42495312654033,64.91334004214568,54.060142958099014,57.784333217011095,59.718218793710136,70.82408373944585,73.81094594088277,70.17676679077346,59.30615124182876,67.87578671430799,58.0192303036319,71.78449789071203,52.70353983519751,63.078689194281836,59.09837357095647,64.93451128770401,58.14335721648013],[67.82908267968762,71.33463590217647,60.8106964819408,49.100936007392406,67.14142520697706,69.46738561445868,65.03287956757836,50.917565653285074,71.20610531678555,60.838990876734705,61.574402291948466,64.1361792031972,71.45345922468661,56.30504691878876,116.05228652296246,71.54679542079995,58.85530230154131,55.23837222708178,54.562054355435386,63.015173149847115,73.30826269001393,59.94487777485742,65.10424728176679,63.19128845098744,61.230542375574736,57.67495244526837,71.23662287842393,60.137651616824385,66.02685985250987,75.39582369163668,71.59794852204817,58.02996967323902,65.17869914419543,61.14039598286614,69.53054732048712,75.52258199732067,66.67424612659624,67.30104648085968,62.9035280058304,63.97169327813095,51.7476291188941,70.4159202010176,71.38752475468397,58.79580109692452,65.77942039415211,64.8756815856832,62.08933808987045],[74.64199388546325,63.792318761452364,54.57781735824353,49.388523338554904,81.5453307826871,66.73621040827548,62.02798029779434,53.23495069397432,63.38039169667195,60.17228267102158,72.61854446338558,54.82469792107538,69.65413075879843,63.790466698583884,71.54679542079995,99.28154199360604,59.5807378486263,56.4849849961881,54.24173020323833,61.058726225907634,75.28617615512837,57.000808103840036,52.221172800170976,59.212638331581374,64.5656456440087,58.29285587277633,69.20829748105717,59.533456863057346,50.90499350293996,73.80429118273567,71.18102784178629,59.808736842707816,67.48026066504848,56.17743559141786,55.243320738947475,70.75182427513104,74.90270863690199,70.0094127317185,60.30047951440643,64.81793782577398,55.01988815027236,71.45837608210034,55.01151664010483,60.92303226923825,59.7321681286809,66.32780334938647,64.50083647011971],[60.524279111014536,60.52791498060276,57.609345609832005,51.13578201562048,81.33929985882125,64.64451168977021,46.375632662927075,58.546925223398674,63.66703609864618,52.57155162836886,68.30189667520067,51.98569390628623,65.39905520840503,56.86141961534978,58.85530230154131,59.5807378486263,111.00857121491174,63.11205593781903,53.05587194271544,60.60426110902979,80.78165503081158,56.65532859542638,70.2928539046992,69.86406610277442,61.033512886062915,47.59684474855097,57.67474209306898,61.84911461567782,55.27849320071641,63.26826071486701,73.22103320577236,62.297809844194035,70.10796032985061,53.235441061404714,54.0453425547447,68.765281937038,64.37107173744326,69.55862633753682,63.30391866165105,62.28694143114638,39.94890228906411,48.9785702404244,67.25353356835647,52.74641833367662,43.58008999199443,72.8376654162883,62.129778956425085],[68.9025263556641,66.35608316849934,55.814467089558434,45.54872176841206,73.63973480910607,70.7766990301256,55.927433909878445,51.55649798866412,71.35993247882458,64.61996957299749,66.67769625307605,63.99954756852485,68.51752975067689,71.4832745705668,55.23837222708178,56.4849849961881,63.11205593781903,117.92976751579769,61.947148127220146,63.917433569868464,65.87062731835371,61.16022808942478,55.13321087921848,66.18002165896306,67.03263371809159,49.712795182414894,64.82664297186284,66.53863604997315,62.56889681838662,64.92506179092393,59.52710143005564,54.392033684314605,50.93562030893605,56.24155872323374,66.40024857364838,77.34139665750575,70.49975761144653,67.1148344577094,59.88753928488586,68.30177631722277,61.55027897847134,58.54504022801184,52.01431798829918,67.82143078230382,66.72307800014434,57.676948759555614,60.95614995486956],[66.26948437461022,53.51130848763894,66.01450889603663,53.56101551076449,69.11836645177921,71.21110083842126,47.53335740924925,60.215444062485815,55.211039281649676,69.9023673272321,58.74001222865212,57.4242637340585,70.2733247663642,64.06542209065162,54.562054355435386,54.24173020323833,53.05587194271544,61.947148127220146,112.27356697304637,61.90782166964128,76.95653756167454,60.87192415878562,53.19485896599923,71.3582025908423,70.12613576360762,40.373404953621574,76.4289224057049,57.65591613114745,52.975402581315294,62.510453563872105,70.96781272460115,73.24474158467305,57.8849349160441,50.60909735421353,67.64266345572342,77.15272628394916,61.71242203963868,72.16997093995258,59.977741721390814,67.01833270019651,55.287300078524595,67.2828252825629,60.85100300166943,59.27557325409197,58.02426527356697,65.8941856229726,61.169257538520526],[75.39512404716575,61.9150528777824,60.17293170810864,57.81972437208759,72.04763206794456,64.48090890935251,58.24435882902223,52.52675345327313,73.83677585762476,58.197380335138774,57.12572798441414,64.20508935419409,75.62493676381104,65.90064226905727,63.015173149847115,61.058726225907634,60.60426110902979,63.917433569868464,61.90782166964128,120.62180325274076,76.55310601401129,50.02530092152347,55.049147798317534,73.59491605950075,64.93948449790551,42.85656110932922,72.83967238786306,55.048990917785176,71.64818500392013,66.44112926255274,67.94240817019995,57.500851498682664,73.93667279066081,51.147606863430056,64.34787331709614,71.37481036768386,53.68550261182405,72.0646173230967,66.2897537692771,64.1923868772906,68.45188963752679,70.77393197198444,50.864414127003585,59.83602443530911,57.53300708749937,64.45111932939051,64.40175129777296],[75.57699553407951,69.86181045721771,72.5055477196438,56.16218356675319,82.85357247914948,73.44398453344988,55.68551602204155,73.06834895914412,66.79420294067233,75.32299797744169,74.7611776512932,65.40814323301294,79.93267223203478,75.37878729025863,73.30826269001393,75.28617615512837,80.78165503081158,65.87062731835371,76.95653756167454,76.55310601401129,136.83023439346545,74.9356807745254,68.8478623987387,82.83601671810656,67.68608330367974,66.48142114261316,84.3175873484956,77.7179754379986,70.67905897608973,76.65316997633496,77.75304586831692,74.5287925189304,76.25512051063453,65.4472655813847,62.97294132175921,88.7767804261752,75.91432113195228,88.42584688100385,70.18688848559235,78.89213127649643,49.498193906356356,75.83687389637414,80.30013909363706,66.13469974021596,68.4565209894124,73.156315840487,79.0709934813975],[58.90155429893252,54.58576549842786,53.944972786014205,53.18045225168527,67.12719389252749,61.81488854179014,62.640334830430746,54.45580940605588,59.01723295870002,59.96035886554126,61.94660215969671,58.91615942419814,60.70223775251593,53.28182791078651,59.94487777485742,57.000808103840036,56.65532859542638,61.16022808942478,60.87192415878562,50.02530092152347,74.9356807745254,109.52962410689534,59.59105966016895,74.39038955762858,53.54568748998831,48.108087138643185,59.42733537841744,62.28563317453933,54.93816049387998,66.70809980833872,74.91071177014041,54.577868357129944,64.46710489085666,62.93167847082748,69.70793915726958,72.49764879174695,70.14675139636739,71.03314811323912,59.91446837568319,65.78956591589836,43.62600978476377,60.889742484151135,67.6022842461853,54.27939083948641,69.78605181915684,56.922930989233905,69.93567695434118],[69.46402504775875,59.27025904098561,51.67916394629348,49.89950550407882,64.73654265605364,68.44606004966128,58.47243573884091,53.92501623638034,60.59868281189794,53.45264079357077,57.062855057380446,52.18929108546887,58.671372709455234,67.7555023902721,65.10424728176679,52.221172800170976,70.2928539046992,55.13321087921848,53.19485896599923,55.049147798317534,68.8478623987387,59.59105966016895,114.87490274787326,62.243481401560004,56.744500177170764,58.053744836576186,62.007758639493,63.612556003091456,57.09107601303754,58.14092378584049,70.6335414003801,74.97623623934055,52.534652797931,59.02986487085292,62.83202598186176,68.153325568358,75.29265674517089,66.7717478286936,59.051852120482266,54.94793658627128,53.96074705735933,57.85928990215365,73.89178192376565,47.42582347613192,61.18780855453734,66.79031874987733,63.87776863184075],[66.4508319351713,74.60812391721606,61.921142917540244,64.1173937874656,80.32686531287962,71.8968425007076,68.82180989723815,57.54711272963968,74.10878976076052,64.5923382411836,65.83302117588906,56.690963285276325,78.30679974642933,70.37592721081961,63.19128845098744,59.212638331581374,69.86406610277442,66.18002165896306,71.3582025908423,73.59491605950075,82.83601671810656,74.39038955762858,62.243481401560004,125.24787740223115,74.37336113616632,56.28147092078257,74.18458730322784,63.92139050856816,57.43750426003132,78.66924936516214,77.70114408374988,65.13948177184767,70.79131300503197,66.06691970460238,70.78400690877335,88.11235212738745,77.52992704491615,83.46026537850184,72.6965793838173,75.27441826435287,58.26505450678741,75.758068250611,66.31255048867453,70.55291678086786,65.61939264888252,79.35047477225265,70.0180191636047],[69.20541138931057,64.8345352669491,68.81845440912576,59.429402114325725,76.49254396554069,69.82376498662228,53.33541698028414,51.96138598211074,73.825999466192,63.85083532544479,57.05999639859425,59.196334378375695,76.87227426217527,69.29257935798232,61.230542375574736,64.5656456440087,61.033512886062915,67.03263371809159,70.12613576360762,64.93948449790551,67.68608330367974,53.54568748998831,56.744500177170764,74.37336113616632,109.57071072275714,45.414843867324436,69.91722826192762,58.509718727548034,51.627866752752745,68.76159385027516,71.60064364391684,68.91404486748633,70.03472029064379,60.18079620314823,61.24806312703146,74.08309795179436,63.11851092780593,75.62531510847847,61.30865200479067,72.66711020278133,65.92159837766651,69.09100736913433,66.42818162592967,67.3574309482299,59.85681023695446,70.58192388116211,58.720562669730256],[61.67418624830243,58.336347958420504,45.25564084779235,40.40588011289499,64.05825939376757,56.05282356148284,56.23739738738334,44.02874493363825,54.33567801805907,50.627132497042325,49.69318068726973,56.66832559167719,50.178736738485696,53.473378152462374,57.67495244526837,58.29285587277633,47.59684474855097,49.712795182414894,40.373404953621574,42.85656110932922,66.48142114261316,48.108087138643185,58.053744836576186,56.28147092078257,45.414843867324436,95.28532528411337,57.85626852229143,50.73370209294063,49.92473816815114,60.42369344843026,54.700397107859644,47.82420805704435,53.508411313425114,49.25920706654295,50.9344373028257,68.5645499804129,67.2625247546057,61.21829886591591,52.44793480710088,44.86681837746496,39.636476775136416,51.681715137523156,54.60041282513947,51.06896209826078,56.69612969986779,53.490570100738466,62.26107526716518],[73.58285320762681,63.06832702514376,62.869226952053936,59.55926663046971,80.7271528082073,69.39256625156139,63.302392525893,60.27124857654569,62.394016744741,70.09459945852868,65.97305882354769,54.16859618038811,71.90484143181911,75.02388058807995,71.23662287842393,69.20829748105717,57.67474209306898,64.82664297186284,76.4289224057049,72.83967238786306,84.3175873484956,59.42733537841744,62.007758639493,74.18458730322784,69.91722826192762,57.85626852229143,125.1936032353179,55.96240964878753,63.859031554461644,75.51965089541392,69.03536571591258,74.63033351838655,67.3627884093145,66.52549246591772,59.265917652705085,91.09771093304815,79.95614505860325,68.83722501259086,71.91023588020983,71.2597116713302,70.91990943946294,80.32639658669885,61.31031706416542,61.36598846989449,59.20651990073496,69.49487614596987,76.2591359170788],[62.54435376874287,57.6700088671762,58.48642753036517,47.100496264402,77.9234248711702,64.93183794600401,50.61467690162766,56.4758412940282,62.19140898082989,54.41682033608713,63.66101188856395,58.82596090356019,63.17194660493273,56.22238637419555,60.137651616824385,59.533456863057346,61.84911461567782,66.53863604997315,57.65591613114745,55.048990917785176,77.7179754379986,62.28563317453933,63.612556003091456,63.92139050856816,58.509718727548034,50.73370209294063,55.96240964878753,98.59056083457482,55.85563843498544,57.22959728724258,71.37946729352457,56.91499762258617,70.14975058098358,56.30399740661808,56.856836854399745,70.96896691275876,75.38484593151449,64.22116042065247,55.854410512169395,67.31354951290872,45.41450476720657,60.55139967180245,64.8579566989192,53.91455659911223,61.61339083823049,62.208983139966165,56.6065961492062],[66.29853015535349,62.70395118791383,57.317229763971795,46.198501450635334,67.32150147382069,52.87326246934188,59.62291898513643,55.611931127209246,52.87746583151476,60.580288316905026,45.283436629186546,56.00750760872893,55.54870844697889,56.55479631105281,66.02685985250987,50.90499350293996,55.27849320071641,62.56889681838662,52.975402581315294,71.64818500392013,70.67905897608973,54.93816049387998,57.09107601303754,57.43750426003132,51.627866752752745,49.92473816815114,63.859031554461644,55.85563843498544,105.1529141667573,68.01027836673936,62.75601677039956,51.990880996419705,58.717473405856865,52.45842991112944,59.230425746770685,70.00681988125294,59.32906473337762,57.876068855683954,62.94638461468804,50.72620374873788,55.1199901868476,58.888743271430755,65.79581783815935,47.13004764749602,53.18142451914643,59.83178914505362,57.76688916552925],[83.77926558789065,72.94840803670222,66.62210214930917,59.029546538048976,76.70349029026215,74.84876621322651,72.80694980404917,62.37533606056428,75.26101031422158,70.85581175025877,70.0788710864339,62.64116855314798,68.95997847397979,66.93918411674855,75.39582369163668,73.80429118273567,63.26826071486701,64.92506179092393,62.510453563872105,66.44112926255274,76.65316997633496,66.70809980833872,58.14092378584049,78.66924936516214,68.76159385027516,60.42369344843026,75.51965089541392,57.22959728724258,68.01027836673936,113.41362436411033,75.75188625490946,66.97436368618267,71.05115440443669,63.07144988245929,74.15529367444785,85.88207425713338,77.34959373856668,70.57276030161903,70.06234527506496,72.01866231951689,66.46724275846219,76.84924258317243,67.65031049258286,69.14659035422982,69.47207435303676,69.96418304002,72.8662484797822],[80.34904432128516,66.14529843833694,63.80072121884149,61.869414244442034,83.74745564612446,68.3993016921717,70.78061110600436,59.35752666346592,68.72805675346696,63.95080840024785,74.43080762863288,63.61108227478648,73.23603805426818,54.42495312654033,71.59794852204817,71.18102784178629,73.22103320577236,59.52710143005564,70.96781272460115,67.94240817019995,77.75304586831692,74.91071177014041,70.6335414003801,77.70114408374988,71.60064364391684,54.700397107859644,69.03536571591258,71.37946729352457,62.75601677039956,75.75188625490946,116.1798221345877,71.65892866826775,69.17652508732952,69.17184658506967,71.07424423629789,77.08024861717809,74.20921428006609,77.33083148631312,66.44845867973238,76.27299217463981,49.036932586101614,68.44747624225022,72.90139507712624,61.565176372575465,71.78784284866981,68.39000880902962,69.30962579108635],[67.70901984336108,46.361044325963235,46.91790013747577,51.34262170623373,72.90009023037945,69.9730429205336,47.04397656785189,57.10191992644664,51.386543417481406,58.15777930463489,63.33391152992837,53.94704622208802,66.63635165894368,64.91334004214568,58.02996967323902,59.808736842707816,62.297809844194035,54.392033684314605,73.24474158467305,57.500851498682664,74.5287925189304,54.577868357129944,74.97623623934055,65.13948177184767,68.91404486748633,47.82420805704435,74.63033351838655,56.91499762258617,51.990880996419705,66.97436368618267,71.65892866826775,111.70098173280387,47.1940487332425,56.853742986793655,60.024897107058074,69.72569289650579,76.33317119388398,64.31004791469762,70.9468918091224,53.612587156832554,60.352108707977514,69.59046383939652,60.675364979988046,56.70465714169963,61.60371271829227,63.84315166668249,68.05393985762932],[75.07323732842806,65.19892429907719,69.08403472357044,54.24914682613116,73.11479234148985,55.46773087994638,62.96950282585131,54.77148697818227,68.00615036838049,59.70498189313466,62.70595849037185,58.83225344862766,67.58790618732934,54.060142958099014,65.17869914419543,67.48026066504848,70.10796032985061,50.93562030893605,57.8849349160441,73.93667279066081,76.25512051063453,64.46710489085666,52.534652797931,70.79131300503197,70.03472029064379,53.508411313425114,67.3627884093145,70.14975058098358,58.717473405856865,71.05115440443669,69.17652508732952,47.1940487332425,129.83369126717832,61.419413253989816,54.39067026963313,71.53879215369267,60.11486007957321,60.4027353444211,54.783069462358036,66.27477542592268,60.68486973840088,59.417014791057184,69.95817557866802,57.146949186536155,52.82314221825452,71.84928223408065,66.30288287194946],[59.13844225753445,56.07044766623672,47.900983979463206,50.304872364884986,67.2377408593472,61.60176763358239,55.97793233303605,52.18446819707961,53.149351521364224,60.374337290705064,57.49373259030298,48.65894569817847,59.845198995444896,57.784333217011095,61.14039598286614,56.17743559141786,53.235441061404714,56.24155872323374,50.60909735421353,51.147606863430056,65.4472655813847,62.93167847082748,59.02986487085292,66.06691970460238,60.18079620314823,49.25920706654295,66.52549246591772,56.30399740661808,52.45842991112944,63.07144988245929,69.17184658506967,56.853742986793655,61.419413253989816,96.40983971699174,47.25641096165732,67.64440688043118,65.1195695798704,71.3267300400546,57.36745463632021,60.552176111386814,43.687956608798444,42.01690682968608,55.458985079057584,55.6673672222433,48.815665008887066,53.62777151386496,54.891578746124594],[64.01892338184331,60.59596260860972,61.52212961557514,45.62717612359506,66.14789916094992,66.07384611750753,66.71898178673825,54.162073531188184,65.08480096936842,60.17498588057471,52.622976708522756,65.06800071557512,67.33589801664694,59.718218793710136,69.53054732048712,55.243320738947475,54.0453425547447,66.40024857364838,67.64266345572342,64.34787331709614,62.97294132175921,69.70793915726958,62.83202598186176,70.78400690877335,61.24806312703146,50.9344373028257,59.265917652705085,56.856836854399745,59.230425746770685,74.15529367444785,71.07424423629789,60.024897107058074,54.39067026963313,47.25641096165732,118.42023017716456,70.00519829465489,64.61787599432938,70.0369119832112,66.74292519512551,64.46232936837862,59.56853038329933,68.61030407668702,59.85464197981208,61.765857912096095,59.23372096706986,63.772857578694456,66.6446824014912],[81.68776648346989,82.06440893237576,71.40063378716823,60.48404912876564,83.19536365326957,81.26770188053126,67.58467674618915,66.3965493379035,81.25899278489757,70.71389637821468,85.14316898587145,72.10618180188285,75.80918856668029,70.82408373944585,75.52258199732067,70.75182427513104,68.765281937038,77.34139665750575,77.15272628394916,71.37481036768386,88.7767804261752,72.49764879174695,68.153325568358,88.11235212738745,74.08309795179436,68.5645499804129,91.09771093304815,70.96896691275876,70.00681988125294,85.88207425713338,77.08024861717809,69.72569289650579,71.53879215369267,67.64440688043118,70.00519829465489,133.3126043193093,86.3698066001339,76.16921961166288,71.63183790966221,75.65146548897647,70.43282707989079,74.90766862357995,76.17035844955424,70.08407093954942,74.47602132598084,79.69035258010311,76.15635293776124],[82.05539747639929,68.74580410321444,55.844928557725844,59.145369209282016,80.40939094065301,75.61599595677941,67.64458497534855,62.945611574018756,74.16570279273574,59.696840873550485,80.42422337901718,59.29005060051206,75.02370953599818,73.81094594088277,66.67424612659624,74.90270863690199,64.37107173744326,70.49975761144653,61.71242203963868,53.68550261182405,75.91432113195228,70.14675139636739,75.29265674517089,77.52992704491615,63.11851092780593,67.2625247546057,79.95614505860325,75.38484593151449,59.32906473337762,77.34959373856668,74.20921428006609,76.33317119388398,60.11486007957321,65.1195695798704,64.61787599432938,86.3698066001339,133.79656667069423,65.07717464341312,64.14543463849233,60.552904664740126,56.9696657429095,70.26744677110699,66.95418269194315,66.00021502201,67.49493625066437,78.96347372067095,76.94787374814894],[68.40918947896928,59.352100942022645,61.50800796813742,59.72442059270327,83.6827308784945,85.15625756845353,60.97918299865849,55.59736135840991,72.5022609701121,77.72575622979959,63.12976729964406,65.78222445559572,76.02285230534004,70.17676679077346,67.30104648085968,70.0094127317185,69.55862633753682,67.1148344577094,72.16997093995258,72.0646173230967,88.42584688100385,71.03314811323912,66.7717478286936,83.46026537850184,75.62531510847847,61.21829886591591,68.83722501259086,64.22116042065247,57.876068855683954,70.57276030161903,77.33083148631312,64.31004791469762,60.4027353444211,71.3267300400546,70.0369119832112,76.16921961166288,65.07717464341312,144.3204148119073,66.35371226965276,82.39565866793386,58.60270247878009,69.26772476326282,65.39780136812246,75.28194810472272,63.578989584849815,67.50193358951299,76.08133561687723],[62.74172599892519,63.50711594921452,50.322959617119764,54.40831856419126,74.56238960318557,64.70669004755322,69.34490365543681,56.84765333096082,58.70354985785214,62.45639458610818,53.81619946400913,63.30677450835428,68.88629663554595,59.30615124182876,62.9035280058304,60.30047951440643,63.30391866165105,59.88753928488586,59.977741721390814,66.2897537692771,70.18688848559235,59.91446837568319,59.051852120482266,72.6965793838173,61.30865200479067,52.44793480710088,71.91023588020983,55.854410512169395,62.94638461468804,70.06234527506496,66.44845867973238,70.9468918091224,54.783069462358036,57.36745463632021,66.74292519512551,71.63183790966221,64.14543463849233,66.35371226965276,110.92111199362363,62.01288597287072,49.645097896962824,68.28947891240074,57.042354899341646,56.64485585924166,50.41452262844007,69.56595118129395,70.23893906216618],[69.04210185017396,67.67163119022854,70.48165684100874,66.53449812344739,76.88916888238904,71.21567756770689,53.846524316320114,48.14709378160184,72.64501132441723,66.59995269302922,60.89783468379147,62.274820695835444,64.55414244456583,67.87578671430799,63.97169327813095,64.81793782577398,62.28694143114638,68.30177631722277,67.01833270019651,64.1923868772906,78.89213127649643,65.78956591589836,54.94793658627128,75.27441826435287,72.66711020278133,44.86681837746496,71.2597116713302,67.31354951290872,50.72620374873788,72.01866231951689,76.27299217463981,53.612587156832554,66.27477542592268,60.552176111386814,64.46232936837862,75.65146548897647,60.552904664740126,82.39565866793386,62.01288597287072,122.98612984968204,55.44034308122315,64.28777965045319,57.712789144829756,66.99445809774582,64.21468777516503,63.967090164101705,70.06312469512064],[70.4036945800768,53.31703028924163,51.324155687519124,52.43593697327135,61.298190664275985,59.90815013542104,54.12287393305512,44.993382619980665,55.431149622881506,60.213672185227125,61.41002242196832,49.68129012513055,61.74666363049727,58.0192303036319,51.7476291188941,55.01988815027236,39.94890228906411,61.55027897847134,55.287300078524595,68.45188963752679,49.498193906356356,43.62600978476377,53.96074705735933,58.26505450678741,65.92159837766651,39.636476775136416,70.91990943946294,45.41450476720657,55.1199901868476,66.46724275846219,49.036932586101614,60.352108707977514,60.68486973840088,43.687956608798444,59.56853038329933,70.43282707989079,56.9696657429095,58.60270247878009,49.645097896962824,55.44034308122315,104.701367448582,68.35399717297608,44.651492662618466,56.50181089886971,57.80333828502155,54.96340554037732,55.81445139493852],[69.83666819486629,65.6324897990549,66.4375575732781,57.11114951247239,69.02139586031672,66.59646960372115,55.009376257941895,56.69994789933516,75.12644687285736,71.87279401051859,63.993710155660835,63.158726639156896,71.33368193682699,71.78449789071203,70.4159202010176,71.45837608210034,48.9785702404244,58.54504022801184,67.2828252825629,70.77393197198444,75.83687389637414,60.889742484151135,57.85928990215365,75.758068250611,69.09100736913433,51.681715137523156,80.32639658669885,60.55139967180245,58.888743271430755,76.84924258317243,68.44747624225022,69.59046383939652,59.417014791057184,42.01690682968608,68.61030407668702,74.90766862357995,70.26744677110699,69.26772476326282,68.28947891240074,64.28777965045319,68.35399717297608,118.51150818306928,61.62404261230597,52.98177673992447,67.22282995040814,73.47231867627491,72.18585486315553],[67.05757594959788,67.62423464237735,66.61389165528806,47.42986815686085,65.65644360120245,61.589049504155625,56.064096623115546,64.51599828081609,73.92627314757543,56.13007210742758,50.36610273173087,50.51952388629226,64.99376034449136,52.70353983519751,71.38752475468397,55.01151664010483,67.25353356835647,52.01431798829918,60.85100300166943,50.864414127003585,80.30013909363706,67.6022842461853,73.89178192376565,66.31255048867453,66.42818162592967,54.60041282513947,61.31031706416542,64.8579566989192,65.79581783815935,67.65031049258286,72.90139507712624,60.675364979988046,69.95817557866802,55.458985079057584,59.85464197981208,76.17035844955424,66.95418269194315,65.39780136812246,57.042354899341646,57.712789144829756,44.651492662618466,61.62404261230597,122.42665197993273,48.08806033998629,70.16979807202247,66.99472055345791,61.39450484661776],[65.93294029154202,61.284783723632195,50.9601907267108,53.82677108362751,61.05941980166823,68.08634976984973,59.735560886149216,52.415934653204076,67.39367193993075,61.71730204866688,67.91462901377082,56.94212986109412,68.07573580649796,63.078689194281836,58.79580109692452,60.92303226923825,52.74641833367662,67.82143078230382,59.27557325409197,59.83602443530911,66.13469974021596,54.27939083948641,47.42582347613192,70.55291678086786,67.3574309482299,51.06896209826078,61.36598846989449,53.91455659911223,47.13004764749602,69.14659035422982,61.565176372575465,56.70465714169963,57.146949186536155,55.6673672222433,61.765857912096095,70.08407093954942,66.00021502201,75.28194810472272,56.64485585924166,66.99445809774582,56.50181089886971,52.98177673992447,48.08806033998629,102.9464754524001,49.38878990293871,59.38025051372083,64.54694581998992],[74.30823264777057,62.15690268291038,57.0691732286037,45.468358579969845,70.60627271356199,65.83228028305007,61.11495055780237,43.47941951986059,67.01770623049381,55.035342262643944,61.40563298159486,57.14155949006039,61.28867984136326,59.09837357095647,65.77942039415211,59.7321681286809,43.58008999199443,66.72307800014434,58.02426527356697,57.53300708749937,68.4565209894124,69.78605181915684,61.18780855453734,65.61939264888252,59.85681023695446,56.69612969986779,59.20651990073496,61.61339083823049,53.18142451914643,69.47207435303676,71.78784284866981,61.60371271829227,52.82314221825452,48.815665008887066,59.23372096706986,74.47602132598084,67.49493625066437,63.578989584849815,50.41452262844007,64.21468777516503,57.80333828502155,67.22282995040814,70.16979807202247,49.38878990293871,107.53703611616965,54.801152624444654,57.59428749678729],[69.01840057809693,73.17872559205838,67.51299354243221,53.45032071848719,77.81155551829121,66.04308641366576,62.1898517067301,56.53239009984322,71.92380214217286,60.36254770338046,60.258139757914336,57.37861867165762,70.65983509858475,64.93451128770401,64.8756815856832,66.32780334938647,72.8376654162883,57.676948759555614,65.8941856229726,64.45111932939051,73.156315840487,56.922930989233905,66.79031874987733,79.35047477225265,70.58192388116211,53.490570100738466,69.49487614596987,62.208983139966165,59.83178914505362,69.96418304002,68.39000880902962,63.84315166668249,71.84928223408065,53.62777151386496,63.772857578694456,79.69035258010311,78.96347372067095,67.50193358951299,69.56595118129395,63.967090164101705,54.96340554037732,73.47231867627491,66.99472055345791,59.38025051372083,54.801152624444654,113.13561331339922,67.05920864308106],[72.34647193337896,67.17752163405791,52.33650694866657,53.74669984324471,72.31485050133915,67.33313732610478,52.997597961262066,51.94327960182097,53.97310856924549,66.45739044347721,65.76714930924436,62.61097233004293,61.712654135803945,58.14335721648013,62.08933808987045,64.50083647011971,62.129778956425085,60.95614995486956,61.169257538520526,64.40175129777296,79.0709934813975,69.93567695434118,63.87776863184075,70.0180191636047,58.720562669730256,62.26107526716518,76.2591359170788,56.6065961492062,57.76688916552925,72.8662484797822,69.30962579108635,68.05393985762932,66.30288287194946,54.891578746124594,66.6446824014912,76.15635293776124,76.94787374814894,76.08133561687723,70.23893906216618,70.06312469512064,55.81445139493852,72.18585486315553,61.39450484661776,64.54694581998992,57.59428749678729,67.05920864308106,113.40917976650518]]},"role":"diagnostic","status":"completed"}],"formal_sensitivity":[{"conditional_coverage_statement_permitted":false,"interpretation":"No formal sensitivity interval was produced because no procedure was planned; conditional-coverage language is not applicable to a procedure that never ran.","intervals_available":false,"procedure":"honest_did","reason":"Formal sensitivity was requested, but the plan predeclared no formal-sensitivity procedure for a 'common_adoption' design with a 'overall' estimand. Nothing was substituted.","reason_code":"no_formal_sensitivity_procedure_planned_for_this_design","reason_codes":["no_formal_sensitivity_procedure_planned_for_this_design"],"repair":"Formal HonestDiD sensitivity is planned for staggered-adoption designs with an overall or dynamic event-path estimand. Re-plan with that design and estimand to obtain it.","status":"skipped"}],"formal_sensitivity_source":null,"plan":{"adjustment_set":{"covariates":[],"decision_purpose":"exploratory","provenance":["shared-benchmark-design"],"reason_code":"no_covariates_declared","selected":[]},"analysis_profile":"quick","anticipation":{"periods":0,"provenance":["shared-benchmark-design"],"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","provenance":["intent:anticipation"],"reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","provenance":["intent:assignment_rationale"],"reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","provenance":["intent:causal_question"],"reason_code":"intent_declared","status":"asserted"},{"code":"interference","provenance":["intent:interference"],"reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","provenance":["intent:parallel_trends"],"reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","provenance":["intent:schema_confirmation"],"reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","provenance":["intent:treatment_definition"],"reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","provenance":["intent:treatment_versions"],"reason_code":"single_version","status":"asserted"}],"branches":[],"capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","data_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67","decision_trace":["Common adoption without covariates selects the conventional mean-DiD target.","Synthetic-DiD robustness was excluded before fitting because placebo inference requires at least two treated-size-preserving untreated groups while leaving donors for each fit (treated=50, donors=50, groups=1).","Primary procedure selection used the outcome-blind governed policy; the legacy `headline` field records that selected primary procedure.","Never-treated control eligibility does not establish identification. Each treated cohort requires the declared unconditional parallel-trends restriction relative to never-treated units, together with the declared anticipation restriction.","Analysis profile 'quick' binds 99 inference repetition(s) and sensitivity policy 'optional_declared'.","Observed treatment support: 50 identified adopter(s), 0 always/entry-treated exclusion(s), 0 future/reference-treated control(s); supported calendar end 2022-12.","Maximum attainable evidence grade before fitting: verified."],"design_kind":"common_adoption","diagnostics":[{"evidence_gate":true,"name":"estimator_disagreement_diagnosis","provenance":["planner:default_diagnostics"],"reason_code":"target_concordance"},{"evidence_gate":true,"name":"fit_free_panel_validation","provenance":["planner:default_diagnostics"],"reason_code":"panel_integrity"},{"evidence_gate":true,"name":"pretrend_joint_test","provenance":["covariates:none","estimator:event_study","planner:default_diagnostics","support:8b2ddcf1936b187bcbbea6183c048a6c30aac585353847d48a8f646803c8253a"],"reason_code":"parallel_trends_diagnostic"},{"evidence_gate":false,"name":"staggered_heterogeneity_warning","provenance":["planner:default_diagnostics"],"reason_code":"heterogeneity_bias_diagnostic"},{"evidence_gate":true,"name":"support_audit","provenance":["planner:default_diagnostics"],"reason_code":"identified_support"},{"evidence_gate":true,"name":"time_placebo","provenance":["planner:default_diagnostics"],"reason_code":"design_placebo"}],"estimand":{"aggregation":"simple","effect_family":"overall","interpretation":"Average over supported treated unit-periods; cohorts observed for more post-treatment periods receive more total weight.","outcome_scale":"additive","population":"observed treated units","post_weights":[],"target_cells":[],"target_events":[]},"estimator_suitability":{"candidates":[{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"optional","covariate_restrictions":["values must be finite on the estimation sample","post-treatment outcomes are excluded from nuisance estimation","time-varying controls must be unaffected by treatment","strict exogeneity of controls is required and not automatically verified"],"covariate_timing":"row-aligned values estimated on untreated observations","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"borusyak_jaravel_spiess:excluded","certification_facts":{"capability_id":"bjs_imputation/panel","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"bjs_imputation/panel","certified_backends":[],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"panel","dimensions":{"backend_solver":{"evidence":["validation/test_bjs_oracle.py"],"reason_code":"production_backend_not_certified","status":"partial"},"covariance":{"evidence":["validation/expected/borusyak_jaravel_spiess_bjs_fixture.json"],"reason_code":"production_leaveout_covariance_not_certified","status":"partial"},"fixture_provenance":{"evidence":["validation/reference/bjs_fixture.csv"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/borusyak_jaravel_spiess_bjs_fixture.json"],"reason_code":"auxiliary_nonleaveout_only","status":"partial"},"point":{"evidence":["validation/expected/borusyak_jaravel_spiess_bjs_fixture.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/test_bjs_oracle.py"],"reason_code":"coverage_not_certified","status":"partial"},"simultaneous_inference":{"evidence":["validation/reference/bjs_r_oracle.R"],"reason_code":"not_certified","status":"partial"},"support":{"evidence":["validation/reference/bjs_r_oracle.R"],"reason_code":"production_support_not_certified","status":"partial"},"target_membership_weights":{"evidence":["validation/reference/bjs_r_oracle.R"],"reason_code":"production_weights_not_certified","status":"partial"}},"profile_id":"bjs_imputation/panel/didimputation-0.5.1","realization_ids":["default"],"status":"partial"}],"parity_scope":["simple_point_on_named_fixture","post_only_dynamic_points_on_named_fixture"],"parity_status":"partial","promotion_reason":"Bounded external point evidence passes, but production leave-out covariance, interval, support, backend, and coverage gates remain uncertified.","promotion_state":"unpromoted","required_confidence_level":null,"required_options":{}}],"certified_backends":[],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"panel","dimensions":{"backend_solver":{"evidence":["validation/test_bjs_oracle.py"],"reason_code":"production_backend_not_certified","status":"partial"},"covariance":{"evidence":["validation/expected/borusyak_jaravel_spiess_bjs_fixture.json"],"reason_code":"production_leaveout_covariance_not_certified","status":"partial"},"fixture_provenance":{"evidence":["validation/reference/bjs_fixture.csv"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/borusyak_jaravel_spiess_bjs_fixture.json"],"reason_code":"auxiliary_nonleaveout_only","status":"partial"},"point":{"evidence":["validation/expected/borusyak_jaravel_spiess_bjs_fixture.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/test_bjs_oracle.py"],"reason_code":"coverage_not_certified","status":"partial"},"simultaneous_inference":{"evidence":["validation/reference/bjs_r_oracle.R"],"reason_code":"not_certified","status":"partial"},"support":{"evidence":["validation/reference/bjs_r_oracle.R"],"reason_code":"production_support_not_certified","status":"partial"},"target_membership_weights":{"evidence":["validation/reference/bjs_r_oracle.R"],"reason_code":"production_weights_not_certified","status":"partial"}},"profile_id":"bjs_imputation/panel/didimputation-0.5.1","realization_ids":["default"],"status":"partial"}],"parity_scope":["simple_point_on_named_fixture","post_only_dynamic_points_on_named_fixture"],"parity_status":"partial","promotion_reason":"Bounded external point evidence passes, but production leave-out covariance, interval, support, backend, and coverage gates remain uncertified.","promotion_state":"unpromoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"bjs_imputation/panel","selected_role_eligible":null},"eligibility":"uncertified","estimator":"borusyak_jaravel_spiess","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["bjs_unit_clustered_cohort_period_smart_residual_loco_normal"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["borusyak_jaravel_spiess is not promoted by capability policy: Bounded external point evidence passes, but production leave-out covariance, interval, support, backend, and coverage gates remain uncertified.","External procedure parity covers only the recorded partial scope."],"reason_codes":["unpromoted_procedure"],"reasons":["borusyak_jaravel_spiess is not promoted by capability policy: Bounded external point evidence passes, but production leave-out covariance, interval, support, backend, and coverage gates remain uncertified."],"role":null,"status":"excluded","strengths":[],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["simple","dynamic"],"capability_controls":["untreated_observations"],"capability_estimands":["att_overall","event_study"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":["No anticipation over the declared untreated window.","Parallel trends for each treated cohort relative to its date-specific eligible comparison group.","Supported group-time cells and declared aggregation weights define the target."],"selected_covariates":[],"waivers":[]},"candidate_id":"callaway_santanna:excluded","certification_facts":{"capability_id":"callaway_santanna/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"callaway_santanna/conditional_panel","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"conditional_panel","dimensions":{"backend_solver":{"evidence":["validation/test_cs_covariate_parity.py","validation/test_cs_depth.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/cs_covariate_parity.json","validation/expected/cs_depth_panel.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/cs_covariate_parity_oracle.R","validation/r/cs_covariate_parity_fixture.R","validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/cs_covariate_parity.json","validation/test_cs_covariate_parity.py"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/cs_covariate_parity.json","validation/expected/cs_depth_panel.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/test_cs_covariate_parity.py","validation/test_cs_depth.py"],"reason_code":null,"status":"passed"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/cs_covariate_parity.json","validation/test_cs_covariate_parity.py"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/cs_covariate_parity.json","validation/test_cs_covariate_parity.py"],"reason_code":null,"status":"passed"}},"profile_id":"callaway_santanna/conditional-panel/simple-nevertreated-covariates","realization_ids":["aggregation=simple;base_period=varying;control_group=nevertreated;covariates=__panel_covariates__"],"status":"passed"}],"parity_scope":["balanced_unweighted_unit_constant_baseline_covariates_widths_1_5","did_2_1_2_both_controls_both_bases_all_supported_aggregations","group_time_influence_function_full_covariance_and_marginal_intervals","native_seeded_multiplier_simultaneous_band_joint_coverage"],"parity_status":"passed","promotion_reason":"This family row is descriptive and cannot authorize execution. Governed admission is derived only from the matching decision-complete width-1 through width-5 profile receipt.","promotion_state":"unpromoted","required_confidence_level":null,"required_options":{}},{"capability_id":"callaway_santanna/default","certified_backends":["numpy","numba"],"design_coverage":[{"coverage_id":"callaway_santanna/default/adequate-support-simple","evidence":["validation/run_known_truth_calibration.py","validation/verify_calibration_release.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"not_yet_treated","covariates":"none","weights":"none"},"profile_id":"callaway_santanna/default/simple-notyettreated","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","fixture_provenance","simulation_coverage"],"status":"passed"}],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_r_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/run_known_truth_calibration.py"],"reason_code":null,"status":"passed"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"}},"profile_id":"callaway_santanna/default/simple-notyettreated","realization_ids":["aggregation=simple;base_period=varying;control_group=notyettreated"],"status":"passed"}],"parity_scope":["simple_notyettreated_point_covariance_inference","dynamic_notyettreated_point_covariance"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy","numba"],"design_coverage":[{"coverage_id":"callaway_santanna/default/adequate-support-simple","evidence":["validation/run_known_truth_calibration.py","validation/verify_calibration_release.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"not_yet_treated","covariates":"none","weights":"none"},"profile_id":"callaway_santanna/default/simple-notyettreated","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","fixture_provenance","simulation_coverage"],"status":"passed"}],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_r_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/run_known_truth_calibration.py"],"reason_code":null,"status":"passed"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/callaway_santanna_staggered_basic.json"],"reason_code":null,"status":"passed"}},"profile_id":"callaway_santanna/default/simple-notyettreated","realization_ids":["aggregation=simple;base_period=varying;control_group=notyettreated"],"status":"passed"}],"parity_scope":["simple_notyettreated_point_covariance_inference","dynamic_notyettreated_point_covariance"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"callaway_santanna/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"callaway_santanna","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["influence_function","multiplier_bootstrap_simultaneous_band"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity covers only the recorded partial scope."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["simple","dynamic","group","calendar","group_time","cells"],"capability_controls":["not_yet_treated","never_treated"],"capability_estimands":["att_overall","event_study","group_time_att"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"changes_in_changes:excluded","certification_facts":{"capability_id":"changes_in_changes/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"changes_in_changes/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"changes_in_changes/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"changes_in_changes","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["unit_bootstrap"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity is not assessed."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["post_period_average","quantile_effects_provenance"],"capability_controls":["never_treated"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"counterfactual_forecast:excluded","certification_facts":{"capability_id":"counterfactual_forecast/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"counterfactual_forecast/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"counterfactual_forecast/default","selected_role_eligible":null},"eligibility":"unsupported","estimator":"counterfactual_forecast","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["forecast_uncertainty","hac"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["This procedure targets a time-series intervention, not the declared panel effect.","External procedure parity is not assessed."],"reason_codes":["estimand_mismatch"],"reasons":["This procedure targets a time-series intervention, not the declared panel effect."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"time_series_panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["average_post"],"capability_controls":["untreated_control_series"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"required","covariate_restrictions":["non-empty, finite covariates are required"],"covariate_timing":"sole pre-period baseline or unit-constant values when multiple pre-periods exist","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"doubly_robust_did:excluded","certification_facts":{"capability_id":"doubly_robust_did/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"doubly_robust_did/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":["block_covariates_drdid_point"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":["block_covariates_drdid_point"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"doubly_robust_did/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"doubly_robust_did","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["unit_bootstrap"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity covers only the recorded partial scope."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["block_pre_post"],"capability_controls":["never_treated"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"optional","covariate_restrictions":["values must be finite on retained outcome rows"],"covariate_timing":"row-aligned values on the estimation sample","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"event_study:diagnostic","certification_facts":{"capability_id":"event_study/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"event_study/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"event_study/default","selected_role_eligible":true},"eligibility":"eligible","estimator":"event_study","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["unit_clustered"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["External procedure parity is not assessed.","This role is not a preverified exact-target replacement for the headline.","The procedure is diagnostic only and cannot become an effect headline."],"reason_codes":["selected_diagnostic_by_pre_result_policy"],"reasons":["Supplies the dynamic path required for the predeclared joint pretrend diagnostic; it is not an overall-effect robustness claim."],"role":"diagnostic","status":"selected","strengths":["Supplies the dynamic path required for the predeclared joint pretrend diagnostic; it is not an overall-effect robustness claim.","The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"regression_weights","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["event_time"],"capability_controls":["all_unexposed_observations"],"capability_estimands":["event_study"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"diagnostic","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"fused_etwfe:excluded","certification_facts":{"capability_id":"fused_etwfe/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"fused_etwfe/default","certified_backends":["numpy"],"design_coverage":[{"coverage_id":"fused_etwfe/default/balanced-cran-bridge","evidence":["validation/test_fetwfe_r_oracle.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"never_treated_or_latest_cohort","covariates":"none","weights":"none"},"profile_id":"fused_etwfe/default/cran-bridge-simple-group","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","selection","backend_solver","fixture_provenance"],"status":"passed"}],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_fetwfe_r_oracle.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"simulation_coverage":{"evidence":[],"reason_code":"product_absent_parity_profile_coverage_is_separate","status":"not_applicable"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_group_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/fused_etwfe_fetwfe_heterogeneous.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/fused_etwfe_fetwfe_heterogeneous.json"],"reason_code":null,"status":"passed"}},"profile_id":"fused_etwfe/default/cran-bridge-simple-group","realization_ids":["aggregation=simple;backend=cran_bridge;cluster=unit;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5","aggregation=group;backend=cran_bridge;cluster=unit;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5","aggregation=simple;allow_no_never_treated=True;backend=cran_bridge;cluster=unit;control_support=latest_cohort_as_never_treated;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5;reference_se_type=default;sample_truncation=drop_at_or_after_latest_adoption","aggregation=group;allow_no_never_treated=True;backend=cran_bridge;cluster=unit;control_support=latest_cohort_as_never_treated;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5;reference_se_type=default;sample_truncation=drop_at_or_after_latest_adoption"],"status":"passed"}],"parity_scope":["cran_bridge_balanced_unweighted_no_covariates_with_never_treated_support","cran_bridge_balanced_unweighted_no_covariates_with_latest_cohort_truncation","simple_att_and_group_catt_point_selection_covariance_inference","default_selected_design_standard_errors_only_not_cluster_robust_inference"],"parity_status":"passed","promotion_reason":"Withdrawn from governed use: the cran_bridge profile inherits CRAN fetwfe's outcome-scale sensitivity, so its ATT moves with the outcome's units. Parity stays certified; use post_ols.","promotion_state":"unpromoted","required_confidence_level":0.95,"required_options":{"backend":"cran_bridge","cluster":"unit","fallback_backend":null,"fusion_structure":"cohort","lambda_max":null,"lambda_min":null,"lambda_selection":"bic","nlambda":100,"q":0.5}},{"capability_id":"fused_etwfe/native_post_ols","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":"Governed admission is exact-profile only: native post_ols simple and dynamic must each carry a decision-complete seven-dimension receipt.","promotion_state":"unpromoted","required_confidence_level":0.95,"required_options":{"backend":"post_ols","cluster":"unit","fallback_backend":null,"fusion_structure":"cohort","lambda_max":null,"lambda_min":null,"lambda_selection":"bic","nlambda":100,"q":0.5}}],"certified_backends":["numpy"],"design_coverage":[{"coverage_id":"fused_etwfe/default/balanced-cran-bridge","evidence":["validation/test_fetwfe_r_oracle.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"never_treated_or_latest_cohort","covariates":"none","weights":"none"},"profile_id":"fused_etwfe/default/cran-bridge-simple-group","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","selection","backend_solver","fixture_provenance"],"status":"passed"}],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_fetwfe_r_oracle.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":["validation/expected/fused_etwfe_fetwfe_fusion.json"],"reason_code":null,"status":"passed"},"simulation_coverage":{"evidence":[],"reason_code":"product_absent_parity_profile_coverage_is_separate","status":"not_applicable"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_group_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/fused_etwfe_fetwfe_heterogeneous.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/fused_etwfe_fetwfe_heterogeneous.json"],"reason_code":null,"status":"passed"}},"profile_id":"fused_etwfe/default/cran-bridge-simple-group","realization_ids":["aggregation=simple;backend=cran_bridge;cluster=unit;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5","aggregation=group;backend=cran_bridge;cluster=unit;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5","aggregation=simple;allow_no_never_treated=True;backend=cran_bridge;cluster=unit;control_support=latest_cohort_as_never_treated;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5;reference_se_type=default;sample_truncation=drop_at_or_after_latest_adoption","aggregation=group;allow_no_never_treated=True;backend=cran_bridge;cluster=unit;control_support=latest_cohort_as_never_treated;fallback_backend=None;fusion_structure=cohort;lambda_max=None;lambda_min=None;lambda_selection=bic;nlambda=100;q=0.5;reference_se_type=default;sample_truncation=drop_at_or_after_latest_adoption"],"status":"passed"}],"parity_scope":["cran_bridge_balanced_unweighted_no_covariates_with_never_treated_support","cran_bridge_balanced_unweighted_no_covariates_with_latest_cohort_truncation","simple_att_and_group_catt_point_selection_covariance_inference","default_selected_design_standard_errors_only_not_cluster_robust_inference"],"parity_status":"passed","promotion_reason":"Withdrawn from governed use: the cran_bridge profile inherits CRAN fetwfe's outcome-scale sensitivity, so its ATT moves with the outcome's units. Parity stays certified; use post_ols.","promotion_state":"unpromoted","required_confidence_level":0.95,"required_options":{"backend":"cran_bridge","cluster":"unit","fallback_backend":null,"fusion_structure":"cohort","lambda_max":null,"lambda_min":null,"lambda_selection":"bic","nlambda":100,"q":0.5},"selected_capability_id":"fused_etwfe/default","selected_role_eligible":null},"eligibility":"uncertified","estimator":"fused_etwfe","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["cran_selected_design_normal"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":0.95},"limitations":["Withdrawn from governed use: the cran_bridge profile inherits CRAN fetwfe's outcome-scale sensitivity, so its ATT moves with the outcome's units. Parity stays certified; use post_ols.","The governed variant requires confidence level 0.95."],"reason_codes":["unpromoted_procedure"],"reasons":["Withdrawn from governed use: the cran_bridge profile inherits CRAN fetwfe's outcome-scale sensitivity, so its ATT moves with the outcome's units. Parity stays certified; use post_ols."],"role":null,"status":"excluded","strengths":["The capability records passing external procedure parity."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["simple","group"],"capability_controls":["never_treated","latest_cohort_as_never_treated"],"capability_estimands":["att_overall","event_study","group_time_att"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":["No anticipation and absorbing binary adoption.","Untreated outcomes follow an additive unit and calendar-time fixed-effect model.","The untreated first-stage support graph is connected.","Reported uncertainty uses the promoted two-stage GMM contract."],"selected_covariates":[],"waivers":[]},"candidate_id":"gardner_did2s:excluded","certification_facts":{"capability_id":"gardner_did2s/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"gardner_did2s/default","certified_backends":["numpy"],"design_coverage":[{"coverage_id":"gardner_did2s/default/adequate-support-gmm","evidence":["validation/run_known_truth_calibration.py","validation/verify_calibration_release.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"not_yet_treated","covariates":"none","weights":"none"},"profile_id":"gardner_did2s/default/gmm-normal-95","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","fixture_provenance","simulation_coverage"],"status":"passed"}],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_gardner_did2s_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/gardner_did2s_moderate_z.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/gardner_did2s_moderate_z.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/gardner_did2s_staggered_basic.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/run_known_truth_calibration.py"],"reason_code":null,"status":"passed"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/gardner_did2s_staggered_basic.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/gardner_did2s_staggered_basic.json"],"reason_code":null,"status":"passed"}},"profile_id":"gardner_did2s/default/gmm-normal-95","realization_ids":["finite_sample=none;inference=gmm;reference=normal"],"status":"passed"}],"parity_scope":["point","unscaled_unit_clustered_covariance","standard_error","normal_reference_interval"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"finite_sample":"none","inference":"gmm","reference":"normal"}}],"certified_backends":["numpy"],"design_coverage":[{"coverage_id":"gardner_did2s/default/adequate-support-gmm","evidence":["validation/run_known_truth_calibration.py","validation/verify_calibration_release.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"not_yet_treated","covariates":"none","weights":"none"},"profile_id":"gardner_did2s/default/gmm-normal-95","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","fixture_provenance","simulation_coverage"],"status":"passed"}],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_gardner_did2s_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/gardner_did2s_moderate_z.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/gardner_did2s_moderate_z.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/gardner_did2s_staggered_basic.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/run_known_truth_calibration.py"],"reason_code":null,"status":"passed"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/gardner_did2s_staggered_basic.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/gardner_did2s_staggered_basic.json"],"reason_code":null,"status":"passed"}},"profile_id":"gardner_did2s/default/gmm-normal-95","realization_ids":["finite_sample=none;inference=gmm;reference=normal"],"status":"passed"}],"parity_scope":["point","unscaled_unit_clustered_covariance","standard_error","normal_reference_interval"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"finite_sample":"none","inference":"gmm","reference":"normal"},"selected_capability_id":"gardner_did2s/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"gardner_did2s","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["two_stage_unit_clustered_gmm_normal"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":0.95},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","The governed variant requires confidence level 0.95."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope.","The capability records passing external procedure parity."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"equal_observed_treated_post_rows","capability_aggregations":["observation_weighted_treated_post_average"],"capability_controls":["never_treated_and_not_yet_treated_observations"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"goodman_bacon:excluded","certification_facts":{"capability_id":"goodman_bacon/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"goodman_bacon/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"goodman_bacon/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"goodman_bacon","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["unit_clustered_twfe"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity is not assessed."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"balanced_panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["weighted_2x2_decomposition"],"capability_controls":["never_treated","later_treated","earlier_treated"],"capability_estimands":["att_overall","twfe_coefficient"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"interrupted_time_series:excluded","certification_facts":{"capability_id":"interrupted_time_series/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"interrupted_time_series/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"interrupted_time_series/default","selected_role_eligible":null},"eligibility":"unsupported","estimator":"interrupted_time_series","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["hac"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["This procedure targets a time-series intervention, not the declared panel effect.","External procedure parity is not assessed."],"reason_codes":["estimand_mismatch"],"reasons":["This procedure targets a time-series intervention, not the declared panel effect."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"time_series_panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["average_post"],"capability_controls":["none","untreated_control_series"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"required","covariate_restrictions":["non-empty, finite covariates are required"],"covariate_timing":"sole pre-period baseline or unit-constant values when multiple pre-periods exist","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"ipw_did:excluded","certification_facts":{"capability_id":"ipw_did/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"ipw_did/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"ipw_did/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"ipw_did","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["unit_bootstrap"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity is not assessed."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["block_pre_post"],"capability_controls":["never_treated"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"staggered_gmm:excluded","certification_facts":{"capability_id":"staggered_gmm/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"staggered_gmm/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/staggered_gmm_reference.json"],"reason_code":"reference_reports_standard_errors_only_no_full_covariance","status":"partial"},"fixture_provenance":{"evidence":["validation/r/staggered_gmm_oracle.R","validation/generate_staggered_gmm_fixture.py","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"reference_reports_no_intervals_coverage_bounded_liberal","status":"partial"},"point":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"bounded_liberal_finite_sample_coverage","status":"partial"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_no_simultaneous_bands","status":"not_applicable"},"support":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"}},"profile_id":"staggered_gmm/default/cohort-toeplitz-converged-b0174b1","realization_ids":["aggregation=simple;control_group=both;require_convergence=True;weighting=cohort_toeplitz"],"status":"partial"}],"parity_scope":["converged_balanced_unweighted_point_covariance"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"aggregation":"simple","control_group":"both","require_convergence":true,"weighting":"cohort_toeplitz"}},{"capability_id":"staggered_gmm/pooled_toeplitz","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"pooled_toeplitz","dimensions":{"backend_solver":{"evidence":["validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/staggered_gmm_reference.json"],"reason_code":"reference_reports_standard_errors_only_no_full_covariance","status":"partial"},"fixture_provenance":{"evidence":["validation/r/staggered_gmm_oracle.R","validation/generate_staggered_gmm_fixture.py","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"reference_reports_no_intervals_coverage_bounded_liberal","status":"partial"},"point":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"bounded_liberal_finite_sample_coverage","status":"partial"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_no_simultaneous_bands","status":"not_applicable"},"support":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"}},"profile_id":"staggered_gmm/pooled-toeplitz/converged-b0174b1","realization_ids":["aggregation=simple;control_group=both;require_convergence=True;weighting=pooled_toeplitz"],"status":"partial"}],"parity_scope":["converged_balanced_unweighted_point_covariance"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"aggregation":"simple","control_group":"both","require_convergence":true,"weighting":"pooled_toeplitz"}},{"capability_id":"staggered_gmm/unrestricted","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"unrestricted","dimensions":{"backend_solver":{"evidence":["validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/staggered_gmm_reference.json"],"reason_code":"reference_reports_standard_errors_only_no_full_covariance","status":"partial"},"fixture_provenance":{"evidence":["validation/r/staggered_gmm_oracle.R","validation/generate_staggered_gmm_fixture.py","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"reference_reports_no_intervals_coverage_bounded_liberal","status":"partial"},"point":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"materially_liberal_intervals_standard_errors_below_sampling_dispersion","status":"failed"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_no_simultaneous_bands","status":"not_applicable"},"support":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"}},"profile_id":"staggered_gmm/unrestricted/converged-b0174b1","realization_ids":["aggregation=simple;control_group=both;require_convergence=True;weighting=unrestricted"],"status":"failed"}],"parity_scope":["converged_balanced_unweighted_point_covariance"],"parity_status":"partial","promotion_reason":"the unrestricted within-cohort covariance is estimated from too few units to be trusted: measured coverage is 0.903/0.911/0.896 against a 0.95 nominal level under independent, AR(1), and misspecified errors, with standard errors about 15 percent below the true sampling dispersion. Its point estimate matches the reference implementation exactly; its interval is not honest, and a narrower interval that under-covers is not an efficiency gain","promotion_state":"unpromoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/staggered_gmm_reference.json"],"reason_code":"reference_reports_standard_errors_only_no_full_covariance","status":"partial"},"fixture_provenance":{"evidence":["validation/r/staggered_gmm_oracle.R","validation/generate_staggered_gmm_fixture.py","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"reference_reports_no_intervals_coverage_bounded_liberal","status":"partial"},"point":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/expected/staggered_gmm_coverage.json","validation/test_staggered_gmm_coverage.py"],"reason_code":"bounded_liberal_finite_sample_coverage","status":"partial"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_no_simultaneous_bands","status":"not_applicable"},"support":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/staggered_gmm_reference.json","validation/test_staggered_gmm_parity.py"],"reason_code":null,"status":"passed"}},"profile_id":"staggered_gmm/default/cohort-toeplitz-converged-b0174b1","realization_ids":["aggregation=simple;control_group=both;require_convergence=True;weighting=cohort_toeplitz"],"status":"partial"}],"parity_scope":["converged_balanced_unweighted_point_covariance"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"aggregation":"simple","control_group":"both","require_convergence":true,"weighting":"cohort_toeplitz"},"selected_capability_id":"staggered_gmm/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"staggered_gmm","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["efficient_gmm_normal"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":0.95},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity covers only the recorded partial scope.","The governed variant requires confidence level 0.95."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"balanced_panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["simple","group_time"],"capability_controls":["not_yet_treated","never_treated"],"capability_estimands":["att_overall","group_time_att"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"sun_abraham:excluded","certification_facts":{"capability_id":"sun_abraham/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"sun_abraham/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":["staggered_basic_fixest_sunab_event_time_points"],"parity_status":"partial","promotion_reason":"external fixest evidence is point-only and currently certifies event-time estimates only; covariance, standard errors, intervals, support, and pretrend inference have not completed parity","promotion_state":"unpromoted","required_confidence_level":null,"required_options":{}},{"capability_id":"sun_abraham/fixest_0_14_2","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"fixest_0_14_2","dimensions":{"backend_solver":{"evidence":["validation/test_r_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/sun_abraham_staggered_basic.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/sun_abraham_fixest_0_14_2_expected.R"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/test_r_parity.py"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/sun_abraham_staggered_basic.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":[],"reason_code":"product_absent_parity_profile_coverage_is_separate","status":"not_applicable"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_simultaneous_band","status":"not_applicable"},"support":{"evidence":["validation/expected/sun_abraham_staggered_basic.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/sun_abraham_staggered_basic.json"],"reason_code":null,"status":"passed"}},"profile_id":"sun_abraham/fixest-0.14.2/dynamic-unit-cluster-t-95","realization_ids":["inference_convention=fixest_0_14_2;reference=-1"],"status":"passed"}],"parity_scope":["balanced_unweighted_never_treated_reference_minus_one_fixed_membership_share_unit_cluster_t_95"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"inference_convention":"fixest_0_14_2","reference":-1}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":[],"governed_capability_present":true,"parity_profiles":[],"parity_scope":["staggered_basic_fixest_sunab_event_time_points"],"parity_status":"partial","promotion_reason":"external fixest evidence is point-only and currently certifies event-time estimates only; covariance, standard errors, intervals, support, and pretrend inference have not completed parity","promotion_state":"unpromoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"sun_abraham/default","selected_role_eligible":null},"eligibility":"uncertified","estimator":"sun_abraham","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["unit_clustered"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["sun_abraham is not promoted by capability policy: external fixest evidence is point-only and currently certifies event-time estimates only; covariance, standard errors, intervals, support, and pretrend inference have not completed parity.","External procedure parity covers only the recorded partial scope."],"reason_codes":["unpromoted_procedure"],"reasons":["sun_abraham is not promoted by capability policy: external fixest evidence is point-only and currently certifies event-time estimates only; covariance, standard errors, intervals, support, and pretrend inference have not completed parity."],"role":null,"status":"excluded","strengths":[],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"regression_weights","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["event_time_membership_share"],"capability_controls":["never_treated","future_treated","never_treated_and_future_treated","last_treated_reference_cohort"],"capability_estimands":["event_study"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"synthetic_control:excluded","certification_facts":{"capability_id":"synthetic_control/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"synthetic_control/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":[],"parity_status":"not_assessed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"synthetic_control/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"synthetic_control","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["placebo_rmspe_diagnostic_only"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity is not assessed."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"balanced_panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["average_post_gap"],"capability_controls":["untreated_donors"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":[],"selected_covariates":[],"waivers":[]},"candidate_id":"synthetic_did:excluded","certification_facts":{"capability_id":"synthetic_did/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"synthetic_did/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":["synthetic_few_treated_synthdid_point_abs_tol_5e-3"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["robustness"],"governed_capability_present":true,"parity_profiles":[],"parity_scope":["synthetic_few_treated_synthdid_point_abs_tol_5e-3"],"parity_status":"partial","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"synthetic_did/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"synthetic_did","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["placebo_rmspe_diagnostic_only"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","External procedure parity covers only the recorded partial scope."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"balanced_panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["average_post_weighted_gap"],"capability_controls":["untreated_donors"],"capability_estimands":["att_overall"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"optional","covariate_restrictions":["values must be finite on retained outcome rows"],"covariate_timing":"row-aligned values on the estimation sample","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":["One homogeneous exposure coefficient is meaningful for the declared target.","Residualized treatment comparisons are not contaminated by heterogeneous staggered effects."],"selected_covariates":[],"waivers":[]},"candidate_id":"twfe:headline","certification_facts":{"capability_id":"twfe/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"twfe/default","certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_r_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":[],"reason_code":"product_absent_parity_profile_coverage_is_separate","status":"not_applicable"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"}},"profile_id":"twfe/default/fixest-unit-cluster","realization_ids":["default"],"status":"passed"}],"parity_scope":["point","inference"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{}}],"certified_backends":["numpy"],"design_coverage":[],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_r_parity.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":[],"reason_code":"product_absent_parity_profile_coverage_is_separate","status":"not_applicable"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_scalar_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/twfe_staggered_basic.json"],"reason_code":null,"status":"passed"}},"profile_id":"twfe/default/fixest-unit-cluster","realization_ids":["default"],"status":"passed"}],"parity_scope":["point","inference"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":null,"required_options":{},"selected_capability_id":"twfe/default","selected_role_eligible":true},"eligibility":"eligible","estimator":"twfe","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["unit_clustered","unit_time_clustered"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":null},"limitations":[],"reason_codes":["selected_headline_by_pre_result_policy"],"reasons":["Conventional two-way fixed-effects DiD."],"role":"headline","status":"selected","strengths":["Conventional two-way fixed-effects DiD.","The procedure is promoted for its recorded governed role scope.","The capability records passing external procedure parity."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"regression_weights","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["exposure_coefficient"],"capability_controls":["all_unexposed_observations"],"capability_estimands":["att_overall","twfe_coefficient"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"exact","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}},{"assumption_facts":{"anticipation":{"periods":0,"reason_code":"user_confirmed_zero","state":"confirmed_zero"},"assumptions":[{"code":"anticipation","reason_code":"user_confirmed_zero","status":"asserted"},{"code":"assignment_rationale","reason_code":"intent_declared","status":"asserted"},{"code":"causal_question","reason_code":"intent_declared","status":"asserted"},{"code":"interference","reason_code":"not_expected","status":"asserted"},{"code":"parallel_trends","reason_code":"unconditional","status":"asserted"},{"code":"schema_confirmation","reason_code":"explicit_schema_or_not_applicable","status":"not_applicable"},{"code":"treatment_definition","reason_code":"intent_declared","status":"asserted"},{"code":"treatment_versions","reason_code":"single_version","status":"asserted"}],"covariate_mode":"unsupported","covariate_restrictions":[],"covariate_timing":"none","decision_purpose":"exploratory","missing_assumptions":[],"procedure_specific":["No anticipation and absorbing binary adoption.","Untreated outcomes follow an additive unit and calendar-time fixed-effect model.","The untreated unit-time support graph identifies the saturated cohort-calendar treatment cells.","The promoted profile is unadjusted, balanced-panel, one-way unit clustered, normal-reference, and 95% only."],"selected_covariates":[],"waivers":[]},"candidate_id":"wooldridge_etwfe:excluded","certification_facts":{"capability_id":"wooldridge_etwfe/default","capability_policy_hash":"441188ead8828cd1209b9ca81c62502ed5f05f14f0a15458a65edfc1855fff26","capability_variants":[{"capability_id":"wooldridge_etwfe/baseline_covariates","certified_backends":["numpy"],"design_coverage":[{"coverage_id":"wooldridge_etwfe/baseline-covariates/balanced-treated-row","evidence":["validation/test_wooldridge_etwfe_r_oracle.py","validation/test_etwfe_covariate_calibration.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"never_treated","covariates":"one_unit_constant_baseline","weights":"none"},"profile_id":"wooldridge_etwfe/baseline-covariates/fetwfe-1.10","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","backend_solver","fixture_provenance","simulation_coverage"],"status":"passed"}],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"baseline_covariates","dimensions":{"backend_solver":{"evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":["validation/test_etwfe_covariate_calibration.py"],"reason_code":null,"status":"passed"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_treated_row_profile","status":"not_applicable"},"support":{"evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"reason_code":null,"status":"passed"}},"profile_id":"wooldridge_etwfe/baseline-covariates/fetwfe-1.10","realization_ids":["aggregation=treated_row;cluster=unit;covariates=unit_constant_baseline:1;inference_convention=fetwfe_1_10_baseline_covariates"],"status":"passed"}],"parity_scope":["one_unit_constant_baseline_covariate_treated_row_unit_cluster_normal_95"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"aggregation":"treated_row","cluster":"unit","inference_convention":"fetwfe_1_10_baseline_covariates"}},{"capability_id":"wooldridge_etwfe/default","certified_backends":["numpy"],"design_coverage":[{"coverage_id":"wooldridge_etwfe/default/balanced-treated-row","evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"never_treated_or_latest_cohort","covariates":"none","weights":"none"},"profile_id":"wooldridge_etwfe/default/treated-row-fetwfe-1.10","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","backend_solver","fixture_provenance"],"status":"passed"}],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":[],"reason_code":"product_absent_parity_profile_coverage_is_separate","status":"not_applicable"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_treated_row_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"}},"profile_id":"wooldridge_etwfe/default/treated-row-fetwfe-1.10","realization_ids":["aggregation=treated_row;cluster=unit;inference_convention=fetwfe_1_10_cluster","aggregation=treated_row;allow_no_never_treated=True;cluster=unit;control_support=latest_cohort_as_never_treated;inference_convention=fetwfe_1_10_cluster;sample_truncation=drop_at_or_after_latest_adoption"],"status":"passed"}],"parity_scope":["saturated_no_covariate_treated_row_unit_cluster_normal_95"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"aggregation":"treated_row","cluster":"unit","inference_convention":"fetwfe_1_10_cluster"}}],"certified_backends":["numpy"],"design_coverage":[{"coverage_id":"wooldridge_etwfe/default/balanced-treated-row","evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"predicates":{"balanced_panel":true,"cluster":"unit","complete_case":true,"confidence_level":0.95,"control_support":"never_treated_or_latest_cohort","covariates":"none","weights":"none"},"profile_id":"wooldridge_etwfe/default/treated-row-fetwfe-1.10","required_dimensions":["point","support","target_membership_weights","covariance","marginal_inference","backend_solver","fixture_provenance"],"status":"passed"}],"eligible_roles":["headline","robustness"],"governed_capability_present":true,"parity_profiles":[{"capability_variant_id":"default","dimensions":{"backend_solver":{"evidence":["validation/test_wooldridge_etwfe_r_oracle.py"],"reason_code":null,"status":"passed"},"covariance":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"fixture_provenance":{"evidence":["validation/r/reference-manifest.json"],"reason_code":null,"status":"passed"},"marginal_inference":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"point":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"selection":{"evidence":[],"reason_code":"product_absent_no_selection","status":"not_applicable"},"simulation_coverage":{"evidence":[],"reason_code":"product_absent_parity_profile_coverage_is_separate","status":"not_applicable"},"simultaneous_inference":{"evidence":[],"reason_code":"product_absent_treated_row_profile","status":"not_applicable"},"support":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"},"target_membership_weights":{"evidence":["validation/expected/wooldridge_etwfe_fetwfe_1_10.json"],"reason_code":null,"status":"passed"}},"profile_id":"wooldridge_etwfe/default/treated-row-fetwfe-1.10","realization_ids":["aggregation=treated_row;cluster=unit;inference_convention=fetwfe_1_10_cluster","aggregation=treated_row;allow_no_never_treated=True;cluster=unit;control_support=latest_cohort_as_never_treated;inference_convention=fetwfe_1_10_cluster;sample_truncation=drop_at_or_after_latest_adoption"],"status":"passed"}],"parity_scope":["saturated_no_covariate_treated_row_unit_cluster_normal_95"],"parity_status":"passed","promotion_reason":null,"promotion_state":"promoted","required_confidence_level":0.95,"required_options":{"aggregation":"treated_row","cluster":"unit","inference_convention":"fetwfe_1_10_cluster"},"selected_capability_id":"wooldridge_etwfe/default","selected_role_eligible":null},"eligibility":"conditionally_eligible","estimator":"wooldridge_etwfe","inference_facts":{"candidate_inference_convention":null,"capability_inference_families":["fetwfe_1_10_unit_cluster_normal"],"declared_bootstrap":null,"declared_cluster":"unit","declared_confidence_level":0.95,"declared_covariance":"unit_clustered","declared_repetitions":99,"evidence_attainability_reasons":[],"maximum_evidence_grade":"verified","required_confidence_level":0.95},"limitations":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","The governed variant requires confidence level 0.95."],"reason_codes":["not_selected_by_pre_result_policy"],"reasons":["The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion."],"role":null,"status":"excluded","strengths":["The procedure is promoted for its recorded governed role scope.","The capability records passing external procedure parity."],"support_facts":{"baseline":"last_pre_period","calendar_period_count":48,"capability_data_layout":"panel","capability_weight_mode":"unweighted_only","cohort_count":1,"control_group":"never_treated","design_kind":"common_adoption","event_window":[-24,23],"n_rows":4800,"n_units":100,"plan_status":"ready","trimmed_cell_count":0,"unsupported_cell_policy":"fail_or_record_trim","weight_meaning":"none","weight_supported":true},"target_facts":{"baseline":"last_pre_period","candidate_aggregation":null,"candidate_control_support":"never_treated","candidate_weighting":"declared_by_procedure","capability_aggregations":["treated_row"],"capability_controls":["all_currently_untreated_observations"],"capability_estimands":["att_overall","event_study","group_time_att"],"control_group":"never_treated","control_support_explanation":"never_treated","declared_aggregation":"simple","declared_effect_family":"overall","outcome_scale":"additive","post_weights_count":0,"relation_to_headline":"excluded_before_fit","sample_truncation":"none","sample_truncation_explanation":"none","target_cells_count":0,"target_events_count":0,"target_population":"observed treated units"}}],"fitted_results_used":false,"outcome_blind":true,"pairwise_tradeoffs":[{"candidate_ids":["event_study:diagnostic","twfe:headline"],"differing_dimensions":["assumptions","certification","inference","role","target"],"estimators":["event_study","twfe"],"interpretation":"This is a pre-result contract comparison only. It does not rank procedures, inspect fitted outcomes, authorize substitution, or average future estimates.","relationship":"diagnostic","tradeoffs":["Governed roles differ (diagnostic versus headline); neither role changes post-fit.","Pre-fit target relations differ (diagnostic versus exact); estimates must never be pooled.","The procedures expose different declared inference contracts.","The procedures have different promotion or parity certification scope."]}],"ranking_performed":false,"schema_version":1,"selection_policy":"finalized_governed_plan_without_outcome_based_ranking"},"evidence_attainability_reasons":[],"excluded":[{"estimator":"borusyak_jaravel_spiess","reason":"borusyak_jaravel_spiess is not promoted by capability policy: Bounded external point evidence passes, but production leave-out covariance, interval, support, backend, and coverage gates remain uncertified.","reason_code":"unpromoted_procedure"},{"estimator":"callaway_santanna","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"changes_in_changes","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"counterfactual_forecast","reason":"This procedure targets a time-series intervention, not the declared panel effect.","reason_code":"estimand_mismatch"},{"estimator":"doubly_robust_did","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"fused_etwfe","reason":"Withdrawn from governed use: the cran_bridge profile inherits CRAN fetwfe's outcome-scale sensitivity, so its ATT moves with the outcome's units. Parity stays certified; use post_ols.","reason_code":"unpromoted_procedure"},{"estimator":"gardner_did2s","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"goodman_bacon","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"interrupted_time_series","reason":"This procedure targets a time-series intervention, not the declared panel effect.","reason_code":"estimand_mismatch"},{"estimator":"ipw_did","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"staggered_gmm","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"sun_abraham","reason":"sun_abraham is not promoted by capability policy: external fixest evidence is point-only and currently certifies event-time estimates only; covariance, standard errors, intervals, support, and pretrend inference have not completed parity.","reason_code":"unpromoted_procedure"},{"estimator":"synthetic_control","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"synthetic_did","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"},{"estimator":"wooldridge_etwfe","reason":"The pre-result planning policy did not select this governed procedure for the declared design, estimand, support, inference, and role. No candidate ranking was performed for this exclusion.","reason_code":"not_selected_by_pre_result_policy"}],"execution":{"backend":"numpy","cache_policy":"reuse","chunk_size":256,"deterministic":true,"threads":1,"warmup_policy":"on_demand"},"expected_peak_memory":"not_benchmarked_for_this_plan","expected_runtime":"not_benchmarked_for_this_plan","headline":{"estimator":"twfe","options":{},"profile_id":"twfe/default","reason":"Conventional two-way fixed-effects DiD.","role":"headline"},"inference":{"bootstrap":null,"cluster":"unit","confidence_level":0.95,"covariance":"unit_clustered","repetitions":99,"seed":4111,"solver":null,"tolerance":1e-08},"intent":{"anticipation_periods":0,"assignment_rationale":"The benchmark documentation defines a simulated common-adoption design with clean parallel trends; these assumptions describe the sample generator, not a real policy.","assignment_unit":"zip_id","base_period":"auto","causal_question":"In the shared rent-control sample, how did adoption affect monthly median rent in treated ZIP areas?","contrast":"treated versus eligible untreated controls","control_group":"never_treated","decision_purpose":"exploratory","effect_family":"overall","equivalence_margin":10.0,"execution_tier":"governed","honest_did_profiles":[],"horizon":[],"interference":"not_expected","method_selection":{"estimator":null,"fallback":"refuse","mode":"policy_default"},"outcome":"median_rent","outcome_scale":"additive","parallel_trends":"unconditional","post_weights":[],"practical_significance_threshold":10.0,"target_cells":[],"target_population":"observed treated units","treatment_definition":"Absorbing rent-control adoption at January 2021, as encoded by treated_now.","treatment_versions":"single_version","waivers":[]},"maximum_evidence_grade":"verified","missing_assumptions":[],"mode":"expert","plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","plan_id":"plan_eb1d28fda7743a349f3b","research_method":null,"robustness":[{"diagnostic":{"evidence_gate":true,"name":"pretrend_joint_test","provenance":["covariates:none","estimator:event_study","planner:default_diagnostics","support:8b2ddcf1936b187bcbbea6183c048a6c30aac585353847d48a8f646803c8253a"],"reason_code":"parallel_trends_diagnostic"},"estimator":"event_study","options":{},"profile_id":"event_study/default","reason":"Supplies the dynamic path required for the predeclared joint pretrend diagnostic; it is not an overall-effect robustness claim.","role":"diagnostic"}],"sample":{"balance_requirement":"estimator_specific","included_rows":"outcome-blind identified and comparison support after always/entry-treated and unsupported-calendar exclusions; estimator-specific complete cases recorded at fit","missing_data_policy":"no silent row drops","n_rows":4800,"n_units":100,"sample_fingerprint":"0b580e9907fa0a755f5f8f5841a144d974157492b0e508d4d9577bee3e9eee67"},"schema_version":9,"selected_primary":{"estimator":"twfe","options":{},"profile_id":"twfe/default","reason":"Conventional two-way fixed-effects DiD.","role":"headline"},"sensitivity":[],"sensitivity_policy":"optional_declared","snapshot_id":"ds_42d8e3ea604dad6e916d","status":"ready","suitability_integrity_version":"00063451cd50d5a5e2bb33041493caa2f509a304b64584088ea868d6fb1d66a6","support":{"baseline":"last_pre_period","calendar_periods":["2019-01","2019-02","2019-03","2019-04","2019-05","2019-06","2019-07","2019-08","2019-09","2019-10","2019-11","2019-12","2020-01","2020-02","2020-03","2020-04","2020-05","2020-06","2020-07","2020-08","2020-09","2020-10","2020-11","2020-12","2021-01","2021-02","2021-03","2021-04","2021-05","2021-06","2021-07","2021-08","2021-09","2021-10","2021-11","2021-12","2022-01","2022-02","2022-03","2022-04","2022-05","2022-06","2022-07","2022-08","2022-09","2022-10","2022-11","2022-12"],"cohorts":["2021-01"],"control_group":"never_treated","event_window":[-24,23],"trimmed_cells":[],"unsupported_cell_policy":"fail_or_record_trim"},"treatment_fingerprint":"f33423ea593fa4e6eb9335a7013940710e9b8bd089ae02cf6b9402ee5cd0561c","waivers":[],"weights":{"meaning":"none","normalization":"none","reason":null,"source":null,"supported":true}},"plan_hash":"eb1d28fda7743a349f3bb5b831a97422189ad15320d4f7ca4b361c3430c294a5","prepared_fingerprint":"058b5f8e7b9c77e70b77ee8eee07cd94f85aa93825f75eed67e69fcbae594314","public_projection":{"formal_sensitivity_source_suppressed_effect_count":0,"kind":"certificate_aware_result","nominal_inference_policy":"suppress_when_nominal_inference_is_unavailable","raw_computation_visibility":"restricted_internal","schema_version":2,"source_result_hash":"fe08fa1b7f118b2722ab3b9c19402f2e4c935daf4453c3874dd92429ffa3b572","suppressed_execution_count":0,"suppressed_executions":[]},"repair_log":{"actions":[]},"result_hash":"fe08fa1b7f118b2722ab3b9c19402f2e4c935daf4453c3874dd92429ffa3b572","run_id":"run_29478d8d9c2b4059b02a","schema_version":2,"snapshot_id":"ds_42d8e3ea604dad6e916d","validation":{"exit_code":0,"findings":[{"check":"min_observations","details":{"n_rows":4800,"required":30},"effective_severity":"INFO","failure_severity":"ERROR","message":"4800 rows (minimum 30)","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"outcome_missingness","details":{"missing":0,"share":0.0},"effective_severity":"INFO","failure_severity":"WARNING","message":"0 missing outcome value(s) (0.0% of rows; threshold 5.0%).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"panel_gaps","details":{"gap_count":0,"gap_share":0.0},"effective_severity":"INFO","failure_severity":"WARNING","message":"0 missing interior (unit, period) cell(s) (0.0%).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"panel_balance","details":{"balanced":true,"n_periods":48,"n_units":100},"effective_severity":"INFO","failure_severity":"INFO","message":"Panel is balanced: 100 unit(s) x 48 period(s), 4800 rows.","passed":true,"severity":"INFO","status":"passed","suggestion":null},{"check":"arm_sizes","details":{"n_never_treated":50,"n_treated":50,"required_control":2,"required_treated":2,"staggered":false},"effective_severity":"INFO","failure_severity":"ERROR","message":"50 treated unit(s), 50 never-treated unit(s).","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"cluster_count","details":{"cluster_unit":"unit","comparison_clusters":100,"nominal_inference_minimum_per_arm":30,"profile_admits_arm_sizes":true,"reason_code":"sufficient_clusters","status":"identified","total_clusters":100,"treated_clusters":50,"variance_identified_minimum_per_arm":2},"effective_severity":"INFO","failure_severity":"WARNING","message":"50 treated and 100 comparison unit cluster(s).","passed":true,"severity":"WARNING","status":"passed","suggestion":null},{"check":"control_availability","details":{"never_treated":50},"effective_severity":"INFO","failure_severity":"ERROR","message":"50 never-treated unit(s) available as comparisons.","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"pre_period_coverage","details":{"median":24.0,"min":24},"effective_severity":"INFO","failure_severity":"ERROR","message":"All 50 treated unit(s) have >= 4 observed pre-treatment period(s) (min 24, median 24).","passed":true,"severity":"ERROR","status":"passed","suggestion":null},{"check":"post_period_coverage","details":{"median":24.0,"min":24},"effective_severity":"INFO","failure_severity":"ERROR","message":"All 50 treated unit(s) have >= 1 observed post-treatment period(s) (min 24, median 24).","passed":true,"severity":"ERROR","status":"passed","suggestion":null}],"n_errors":0,"n_warnings":0,"passed":true}}