{"id":"W4402850065","doi":"10.3390/jrfm17100429","title":"Does Board Gender Diversity Influence SDGs Disclosure? Insight from Top 15 JSE-Listed Mining Companies","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gender diversity; Accounting; Business; Diversity (politics); Editorial board; Finance; Political science; Library science; Corporate governance; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003591421,0.000092881,0.0001613467,0.001643864,0.0009296475,0.001774084,0.0002605402,0.0003558283,0.001539161],"category_scores_gemma":[0.01156726,0.0001201188,0.0001570689,0.00165471,0.0005970428,0.001309111,0.001073174,0.0005481709,0.0001912503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263482,"about_ca_system_score_gemma":0.001063567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007046609,"about_ca_topic_score_gemma":0.01708207,"domain_scores_codex":[0.997394,0.0009864335,0.000242426,0.0001818834,0.0007994296,0.0003957863],"domain_scores_gemma":[0.9788291,0.01068656,0.006917201,0.0003040713,0.002180614,0.001082292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007469721,0.0001039392,0.9242606,0.00009167189,0.00002056749,0.0006143872,0.05547519,0.0000818555,0.0008064303,0.000625379,0.0006815901,0.0171637],"study_design_scores_gemma":[0.000003159112,0.0001678147,0.7921635,0.0001190728,0.000021455,0.000293833,0.2021941,0.0003004141,0.0006461822,0.0002506107,0.003823542,0.00001640259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981989,0.0001189572,0.00004694316,0.0004356349,0.000003388085,0.000004540431,0.00006148422,5.859512e-7,0.001129651],"genre_scores_gemma":[0.9993549,0.0001276257,0.00003606,0.00006805524,0.000004930601,0.000002961317,0.00004131666,4.587337e-7,0.0003637701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007046609,"threshold_uncertainty_score":0.01899344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724370685358677,"score_gpt":0.2544197095096349,"score_spread":0.2171760026560482,"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."}}