{"id":"W4412833803","doi":"10.2478/picbe-2025-0252","title":"Does Corporate Governance Impact Corporate Social Responsibility Activities?","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Business Excellence","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Corporate social responsibility; Business; Corporate governance; Directive; Accounting; Corporation; Reputation; Sample (material); Sustainability; Finance; Public relations","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225648,0.0003666262,0.0004446634,0.0002423308,0.0004158561,0.0005973406,0.001492069,0.0001433185,0.0002876416],"category_scores_gemma":[0.002725032,0.0002319607,0.0002399389,0.001625726,0.0005137837,0.001457889,0.0008612207,0.0003734083,0.00002236684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000334672,"about_ca_system_score_gemma":0.000529254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004667556,"about_ca_topic_score_gemma":0.00007474107,"domain_scores_codex":[0.9972388,0.00001422753,0.0007613706,0.0006676346,0.0009588796,0.0003591373],"domain_scores_gemma":[0.992559,0.0001102646,0.003704924,0.0002682357,0.003339977,0.00001767071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002525012,0.0003912578,0.3007209,0.0005492765,0.0001413639,0.000004569206,0.0001581974,0.00004364904,0.1007568,0.5847481,0.00395945,0.006001431],"study_design_scores_gemma":[0.0007992618,0.00001962076,0.6996453,0.0009529334,0.00008220736,0.000002075014,0.0009872103,0.002929392,0.008237901,0.2834883,0.002276289,0.0005794963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199613,0.000007243875,0.00003565617,0.01219662,0.001624035,0.0004525886,0.0000297715,0.0001043853,0.06558837],"genre_scores_gemma":[0.9929488,0.00001975664,0.00005479919,0.0005712484,0.0004543664,0.00003887796,0.000006392286,0.00002390209,0.005881841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3989244,"threshold_uncertainty_score":0.9459081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263280233415022,"score_gpt":0.2890084795393617,"score_spread":0.2363756772052115,"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."}}