{"id":"W4200519543","doi":"10.1111/acfi.12894","title":"Female executive leadership and corporate social responsibility","year":2021,"lang":"en","type":"article","venue":"Accounting and Finance","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corporate social responsibility; Matching (statistics); Public relations; Business; Accounting; Psychology; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.001393351,0.0002053031,0.0003228357,0.00008593663,0.0006684674,0.0004768939,0.00009204367,0.0001311121,0.00001708659],"category_scores_gemma":[0.00207706,0.0002261537,0.00006379341,0.0006859633,0.0002757606,0.0009231049,0.0003044293,0.0002563056,0.00002275399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003142708,"about_ca_system_score_gemma":0.0001184955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001633648,"about_ca_topic_score_gemma":0.0001964187,"domain_scores_codex":[0.9982929,0.00003894326,0.0004009294,0.0006418657,0.0002282195,0.0003970968],"domain_scores_gemma":[0.9985048,0.0001639685,0.0006724739,0.0002260672,0.0004226496,0.00001008738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004068606,0.0001381406,0.8287503,0.0006293216,0.00004479359,0.0003732306,0.001674766,0.000005727349,0.005466052,0.05957823,0.001174683,0.1017579],"study_design_scores_gemma":[0.0008808333,0.00001302608,0.9100938,0.0001490268,0.00008365883,0.0000383489,0.007584128,0.001110858,0.000628532,0.04422371,0.03443258,0.0007614481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925925,0.0006500038,0.00004715002,0.001405722,0.0001821329,0.0001414172,0.000003119844,0.000103555,0.004874438],"genre_scores_gemma":[0.9959947,0.00003218173,0.0002647591,0.00134062,0.0006106975,0.000009859283,0.00001107691,0.00002463049,0.001711429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009964,"threshold_uncertainty_score":0.9222278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07893116748941587,"score_gpt":0.2671958965187664,"score_spread":0.1882647290293505,"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."}}