{"id":"W4401308333","doi":"10.3985/mcwmr.35.207","title":"Reform and Repair Company in Practice","year":2024,"lang":"en","type":"article","venue":"Material Cycles and Waste Management Research","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Business","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":[0.006433106,0.000278258,0.0003412695,0.001914824,0.005854222,0.01292107,0.0008316336,0.004666956,0.0221874],"category_scores_gemma":[0.01280763,0.0003158591,0.0002106433,0.00201454,0.01916717,0.007451176,0.004096687,0.003234424,0.001709757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134532,"about_ca_system_score_gemma":0.01029504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065587,"about_ca_topic_score_gemma":0.01471971,"domain_scores_codex":[0.9926435,0.003644371,0.0002997357,0.001025669,0.001356809,0.001029924],"domain_scores_gemma":[0.9887418,0.006007502,0.001158684,0.00163482,0.001315296,0.00114193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001682802,0.00005658324,0.00147208,0.00004878501,0.000005324187,0.00007367603,0.01015997,0.0003326438,0.0001150832,0.9563995,0.006653809,0.02466566],"study_design_scores_gemma":[0.00004077681,0.0001430868,0.008212141,0.0004579779,0.00002250318,0.0002023204,0.03971357,0.001139093,0.001033567,0.3655501,0.5834457,0.00003915238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09016306,0.004510372,0.005526674,0.02950584,0.000243176,0.00007423185,0.00003545599,0.00006938913,0.8698719],"genre_scores_gemma":[0.9075087,0.000809609,0.001213424,0.002220341,0.0001473727,0.00004208908,0.00002074909,0.00002966588,0.08800813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0221874,"threshold_uncertainty_score":0.08231652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03750541691876556,"score_gpt":0.3092414963059628,"score_spread":0.2717360793871972,"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."}}