{"id":"W3097271298","doi":"10.1002/csr.2082","title":"The link between female representation in the boards of directors and corporate social responsibility: Evidence from B corps","year":2020,"lang":"en","type":"article","venue":"Corporate Social Responsibility and Environmental Management","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Corporate social responsibility; Corporate governance; Business; Representation (politics); Dimension (graph theory); Accounting; Certification; Sample (material); Set (abstract data type); Public relations; Marketing; Political science; Management; Economics; Politics; Finance; Computer 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004681988,0.0001866322,0.00032034,0.00004202362,0.001616518,0.0001477039,0.000415859,0.0001450806,0.00004161832],"category_scores_gemma":[0.0004825487,0.0001529164,0.0001010197,0.0004290332,0.001959991,0.0003264615,0.0004509643,0.0002778195,0.000006758456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724295,"about_ca_system_score_gemma":0.00006315864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537024,"about_ca_topic_score_gemma":0.0008241867,"domain_scores_codex":[0.994778,0.003054572,0.0004943045,0.0006023474,0.0007523101,0.0003185188],"domain_scores_gemma":[0.997834,0.001227602,0.0005343141,0.000265707,0.00002235041,0.0001160102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002376334,0.00008947653,0.7832071,0.00007583268,0.0001186059,0.0000278934,0.1400124,0.00000610727,0.0006029814,0.004278951,0.0003808555,0.06882346],"study_design_scores_gemma":[0.0004106077,0.00008765881,0.903085,0.00001393881,0.00008595648,6.938195e-8,0.07868036,0.00002818675,0.0001040065,0.01535709,0.001988451,0.0001586559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819281,0.0002729833,0.00006810456,0.01597951,0.00007690716,0.0008462218,0.0001371045,0.00002374762,0.0006673621],"genre_scores_gemma":[0.9983109,0.0008638699,0.00007388126,0.000285036,0.0002527305,0.00001766092,0.00003498768,0.00000785032,0.0001530895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198779,"threshold_uncertainty_score":0.9996833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274766501528767,"score_gpt":0.3159734960998467,"score_spread":0.08849684594697005,"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."}}