{"id":"W4320502543","doi":"10.2139/ssrn.4354220","title":"Corporate Social Responsibility through Shareholder Governance","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business and Economic Development","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Corporate governance; Business; Corporate social responsibility; Shareholder; Accounting; Shareholder primacy; Social responsibility; Stakeholder; Public relations; Finance; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001587744,0.0001250637,0.0001408177,0.00001465555,0.000375524,0.00004972026,0.0002774754,0.00005761427,0.001634886],"category_scores_gemma":[0.00003397132,0.0001131798,0.00007037604,0.0003470068,0.0000907199,0.0003833933,0.000159351,0.0006491989,0.002648541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746306,"about_ca_system_score_gemma":0.0004150749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135618,"about_ca_topic_score_gemma":0.0007800384,"domain_scores_codex":[0.9975939,0.0000446534,0.0002520512,0.0002613664,0.0002204105,0.001627611],"domain_scores_gemma":[0.999579,0.00001827362,0.0002246525,0.0001247577,0.000008772089,0.00004454567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007312782,0.0003806116,0.2348542,0.0000257907,0.0003670279,0.0001186437,0.00429095,0.002924141,0.003072335,0.230983,0.1352325,0.3870195],"study_design_scores_gemma":[0.0005447171,0.00004411347,0.5591554,0.000006315163,0.000008227436,0.00009821697,0.0004669648,0.0001733824,0.00007048208,0.3894562,0.04970647,0.0002694432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882246,0.00008585794,0.0004262587,0.003332443,0.0003079998,0.00008719474,0.000006042892,0.00005898045,0.007470671],"genre_scores_gemma":[0.9883199,0.0008631465,0.00009389233,0.0002491002,0.0001367969,0.000007144751,0.000004996498,0.00001765998,0.01030738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3867501,"threshold_uncertainty_score":0.9992778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953810309954699,"score_gpt":0.2343619498927349,"score_spread":0.2048238467931879,"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."}}