{"id":"W4406058435","doi":"10.2139/ssrn.5031473","title":"Are Bankrupt Firms Environmentally Dangerous?","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Bankruptcy; Business; Natural resource economics; Finance; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593745,0.0002005241,0.0004073463,0.001189185,0.0008848078,0.003508703,0.0003872298,0.003829845,0.01086419],"category_scores_gemma":[0.02471193,0.0001782596,0.0001964913,0.001423748,0.002632777,0.002746781,0.0006141083,0.002145118,0.001333132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028979,"about_ca_system_score_gemma":0.001027147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048255,"about_ca_topic_score_gemma":0.008535275,"domain_scores_codex":[0.9991758,0.0001924806,0.00006508844,0.0001083904,0.0002027838,0.0002554494],"domain_scores_gemma":[0.951884,0.02088929,0.02037715,0.001075688,0.002686297,0.003087726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009970628,0.0004823764,0.8411002,0.0002069156,0.0001305157,0.001796666,0.001869059,0.0009600979,0.0004507703,0.03788239,0.04514913,0.06897481],"study_design_scores_gemma":[0.0001419735,0.0003529964,0.7526824,0.0007200473,0.0002133254,0.002390969,0.02239037,0.002367132,0.001288015,0.1743932,0.04296374,0.00009572298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706363,0.005620041,0.0006679732,0.06795403,0.0003346381,0.00002720372,0.0007537456,0.0000345198,0.05397161],"genre_scores_gemma":[0.9930715,0.002092129,0.00004730145,0.00251884,0.000228,0.00000550039,0.0001435521,0.000004397187,0.001888747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086419,"threshold_uncertainty_score":0.03634435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009857007489115227,"score_gpt":0.1922688320074692,"score_spread":0.182411824518354,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}