{"id":"W4404845603","doi":"10.4018/979-8-3693-6750-6.ch002","title":"How and When Does Female Board Representation Influence Corporate Social Responsibility Performance?","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in logistics, operations, and management science book series","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Corporate social responsibility; Representation (politics); Business; On board; Accounting; Psychology; Public relations; Political science; History; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002740844,0.000158498,0.0002103738,0.0006118959,0.0007685756,0.003220019,0.000374027,0.0005390569,0.004192639],"category_scores_gemma":[0.01517825,0.00009542346,0.0001975663,0.0006356685,0.001977859,0.001708724,0.001307022,0.001003858,0.0005410951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189346,"about_ca_system_score_gemma":0.001034565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447386,"about_ca_topic_score_gemma":0.004766015,"domain_scores_codex":[0.9970011,0.001864443,0.00005341368,0.0002145458,0.0004351062,0.0004313594],"domain_scores_gemma":[0.9903147,0.00524617,0.00256625,0.0002032075,0.0004447658,0.001224911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001905292,0.0004572758,0.7779401,0.0001253315,0.0000988415,0.0004105333,0.02954736,0.0005232671,0.0009518316,0.03241079,0.008343009,0.1490011],"study_design_scores_gemma":[0.00001912597,0.0002065309,0.9059347,0.0003827598,0.00005745656,0.0002271714,0.04147717,0.001309632,0.0007815943,0.02544263,0.02412059,0.00004070272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166749,0.00260665,0.001440753,0.01599401,0.0002045921,0.00002228327,0.00008806255,0.00001693066,0.06295195],"genre_scores_gemma":[0.9965289,0.0005491435,0.0001145854,0.0003190823,0.00005177576,0.000007848785,0.00002237933,0.000006568402,0.002399695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00447386,"threshold_uncertainty_score":0.01449513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07364053287801156,"score_gpt":0.309924317216884,"score_spread":0.2362837843388725,"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."}}