{"id":"W4320492004","doi":"10.3390/su15043273","title":"Environmental Performance and Corporate Governance: Evidence from Japan","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Corporate governance; Proxy (statistics); Stock exchange; Business; Accounting; Gender diversity; Diversity (politics); Environmental resource management; Economics; Finance; Political science","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":[0.001330732,0.0001821006,0.0002187167,0.00006251785,0.0003154552,0.0001923256,0.0001800166,0.0000754798,0.0001467168],"category_scores_gemma":[0.003439298,0.0001847776,0.0000615259,0.0006254302,0.0002809087,0.001480037,0.0005452508,0.0001727731,0.0001767836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00044718,"about_ca_system_score_gemma":0.0001457819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302357,"about_ca_topic_score_gemma":0.00009874583,"domain_scores_codex":[0.9982816,0.00002889569,0.0003747466,0.0005518679,0.0003704821,0.000392423],"domain_scores_gemma":[0.9986763,0.0001977541,0.000513349,0.0004285597,0.000159013,0.00002502864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000911682,0.00002305739,0.9502949,0.0002161449,0.00000646245,0.00002152827,0.0001413642,0.00003181352,0.000445881,0.0003350186,0.0002697039,0.04812293],"study_design_scores_gemma":[0.0001487496,0.00001042403,0.9678811,0.00002793575,0.00002024344,5.840826e-7,0.0009744191,0.003743662,0.00004777212,0.0247792,0.00216767,0.0001982013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973221,0.00008803508,0.000008528249,0.001417931,0.0001684505,0.0004446959,0.000006446131,0.0002493369,0.0002944589],"genre_scores_gemma":[0.9985859,0.00005448816,0.00002055706,0.0001350504,0.0003294747,0.00003020299,0.00001973999,0.00002092924,0.000803668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04792473,"threshold_uncertainty_score":0.7535014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693733658531185,"score_gpt":0.2442239658025648,"score_spread":0.217286629217253,"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."}}