{"id":"W4323967361","doi":"10.2139/ssrn.4384868","title":"Regulatory Uncertainty and Corporate Social Responsibility","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Corporate social responsibility; Business; Social responsibility; Accounting; Law and economics; Political science; Public relations; Economics","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":[0.007468052,0.0002332377,0.0003359206,0.001170661,0.001513009,0.005603324,0.0004548426,0.003651388,0.004301738],"category_scores_gemma":[0.02323396,0.0001776609,0.0003039954,0.0007760722,0.009277778,0.003895796,0.002070801,0.002199895,0.0002554856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029247,"about_ca_system_score_gemma":0.002681806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772981,"about_ca_topic_score_gemma":0.00247698,"domain_scores_codex":[0.9957074,0.002386769,0.000134464,0.0003608834,0.0008864389,0.000523959],"domain_scores_gemma":[0.9625565,0.02839115,0.004577633,0.001272288,0.00198767,0.001214782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005105335,0.00005862799,0.003644873,0.0000301639,0.00003446985,0.0001462071,0.002155614,0.004526119,0.0001359845,0.9721304,0.002036752,0.01504968],"study_design_scores_gemma":[0.00001075812,0.00002421251,0.002524005,0.00003505071,0.00001154804,0.00003909194,0.001414674,0.002677427,0.0001104156,0.9870281,0.006109295,0.00001537509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4435792,0.006345658,0.03156765,0.06899694,0.0003628321,0.00005558826,0.00009142494,0.00006236167,0.4489384],"genre_scores_gemma":[0.9975232,0.0002844455,0.0002117847,0.0003905949,0.00007027607,0.000006377292,0.00000432352,0.00000423574,0.001504769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007468052,"threshold_uncertainty_score":0.03949529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191941793001221,"score_gpt":0.2350528103118616,"score_spread":0.2131333923818494,"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."}}