{"id":"W4405221568","doi":"10.2139/ssrn.5042510","title":"&lt;p&gt;The Greening Of The Insolvency System&lt;/p&gt;","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Greening; Insolvency; Business; Political science; Finance; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002860559,0.0001939024,0.0003514537,0.0002323285,0.0003993604,0.0001363439,0.0007527596,0.0001145567,0.00005511681],"category_scores_gemma":[0.00009387847,0.000134839,0.0003730316,0.0007981746,0.00009636254,0.0002907507,0.0001050651,0.001349429,0.0001448638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063817,"about_ca_system_score_gemma":0.0009227043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008773815,"about_ca_topic_score_gemma":0.0003092705,"domain_scores_codex":[0.9971971,0.00004475367,0.0007484518,0.0002946219,0.0001158825,0.001599217],"domain_scores_gemma":[0.9989811,0.00007069972,0.0004027945,0.0004337511,0.00006598057,0.00004572577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001178532,0.00001755494,0.004281068,0.00007075893,0.0001498794,0.000007948199,0.0003366854,0.00008363523,0.00005064738,0.9892127,0.000736858,0.005040471],"study_design_scores_gemma":[0.0006805872,0.0003321593,0.00977393,0.000353709,0.00007176561,0.0008828577,0.001743759,0.003703278,0.00008618521,0.6739309,0.3079791,0.0004617294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6821719,0.2621846,0.01046238,0.005533953,0.002987576,0.0004799952,0.00004914074,0.0001068153,0.0360237],"genre_scores_gemma":[0.9851534,0.003536875,0.00002131253,0.00006453402,0.0004784824,0.00001401578,0.000001351167,0.00004016492,0.01068983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152817,"threshold_uncertainty_score":0.5862672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009934671305530187,"score_gpt":0.1964433995603321,"score_spread":0.1865087282548019,"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."}}