{"id":"W4394331094","doi":"10.6084/m9.figshare.23622691","title":"BOARD ATTRIBUTES AND ENVIRONMENTAL DISCLOSURE: WHAT IS THE NEXUS IN LIBERAL ECONOMIES?","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nexus (standard); Business; Economy; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001493502,0.0001642071,0.0003904356,0.001480447,0.0004250663,0.00205896,0.0005712792,0.000584641,0.007989022],"category_scores_gemma":[0.01614609,0.0001378695,0.0002871414,0.003999833,0.0003512959,0.001532459,0.001055432,0.0009812326,0.001933541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679506,"about_ca_system_score_gemma":0.0005735387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03665205,"about_ca_topic_score_gemma":0.03982197,"domain_scores_codex":[0.9986978,0.0004435264,0.0001475841,0.0002305169,0.0002618274,0.0002188013],"domain_scores_gemma":[0.9879757,0.004925997,0.004841609,0.0008273018,0.001062042,0.0003674089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001846017,0.0001295574,0.875303,0.0002581816,0.0001210186,0.0001645763,0.0006560109,0.001812489,0.00007688691,0.004966209,0.09677929,0.01954813],"study_design_scores_gemma":[0.00005680031,0.00003158418,0.8779754,0.0003368714,0.00008533936,0.0001796021,0.003341438,0.003872405,0.0003502063,0.003058431,0.1106764,0.00003555723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6906644,0.004125172,0.001281433,0.007354419,0.0001231839,0.00006136144,0.2753418,0.0001119233,0.02093648],"genre_scores_gemma":[0.8192406,0.001352275,0.0007008354,0.0004622921,0.00008365385,0.0001022406,0.1724894,0.00002928129,0.005539448],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03665205,"threshold_uncertainty_score":0.07287747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03868633943182778,"score_gpt":0.2458965198084115,"score_spread":0.2072101803765838,"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."}}