{"id":"W2150568544","doi":"10.1108/cg-08-2014-0097","title":"The impact of board traits on the social performance of Canadian firms","year":2015,"lang":"en","type":"article","venue":"Corporate Governance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Corporate social responsibility; Accounting; Remuneration; Corporate governance; Business; Extant taxon; Originality; Index (typography); Value (mathematics); Sample (material); Public relations; Political science; Finance; Law; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855293,0.0002049025,0.0002521613,0.00006530284,0.0002880419,0.0000742023,0.000643906,0.00006473112,0.00003179149],"category_scores_gemma":[0.0001620661,0.0001170027,0.0001428664,0.001217027,0.0002341331,0.0004723356,0.0000572164,0.0001785703,0.000118992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241013,"about_ca_system_score_gemma":0.0004215756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07757247,"about_ca_topic_score_gemma":0.02897108,"domain_scores_codex":[0.9986612,0.00001405208,0.0003396431,0.0001980032,0.0004217389,0.0003653824],"domain_scores_gemma":[0.9976465,0.00005250561,0.001583517,0.0003092755,0.000381359,0.00002687105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000871004,0.0001294336,0.3198625,0.0001073711,0.0001013692,0.00001941128,0.0003561892,0.002792393,0.0005656772,0.1420066,0.5179233,0.01526483],"study_design_scores_gemma":[0.0004765246,0.00008205361,0.9484755,0.00008042702,0.00001446199,8.314851e-7,0.00006218534,0.001619307,0.00021125,0.001443148,0.04734778,0.0001865371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823177,0.0001534297,0.000004230811,0.002064306,0.0002578125,0.0002190147,0.00007663294,0.00001496957,0.01489193],"genre_scores_gemma":[0.9981169,0.0001123725,0.00000518718,0.0003729749,0.0004392342,0.00001484784,0.000004394131,0.00002229992,0.0009117512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6286131,"threshold_uncertainty_score":0.9887477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05659522725916676,"score_gpt":0.2272410492904383,"score_spread":0.1706458220312715,"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."}}