{"id":"W4402895709","doi":"10.4236/ajibm.2024.149062","title":"Impacts of Corporate Social Responsibility on the Corporate Optimum Risk: Evidence of Mergers and Acquisitions","year":2024,"lang":"en","type":"article","venue":"American Journal of Industrial and Business Management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Corporate social responsibility; Business; Mergers and acquisitions; Accounting; Corporate governance; Finance; Public relations; 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":[0.001562338,0.0001880381,0.0004348483,0.0002899479,0.0001399864,0.0001225,0.0002135846,0.00004138522,0.00003145595],"category_scores_gemma":[0.0002487304,0.0001233822,0.00009684978,0.001704395,0.0005707227,0.0007100325,0.0001324456,0.0002498405,0.000003205125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000293407,"about_ca_system_score_gemma":0.00008602742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004926788,"about_ca_topic_score_gemma":0.00001702028,"domain_scores_codex":[0.9985214,0.00006982051,0.0006283875,0.0002144316,0.0003863342,0.0001795497],"domain_scores_gemma":[0.9962718,0.0002229334,0.002918252,0.0001678098,0.0003993598,0.00001977137],"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":[0.01197493,0.0005906307,0.2078441,0.001620875,0.001284424,0.0004337139,0.0004582767,0.002076548,0.001863547,0.05814857,0.03308283,0.6806215],"study_design_scores_gemma":[0.001659085,0.0005345803,0.9770069,0.004139625,0.0009463459,0.0000140284,0.001475356,0.0007893239,0.0001943873,0.00824583,0.004536853,0.0004577436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938513,0.0005093787,0.0002443738,0.004580673,0.0003655401,0.0002181804,0.00002125491,0.0000104777,0.0001988257],"genre_scores_gemma":[0.9979585,0.00117512,0.0000683395,0.0001913817,0.00054869,0.000003682742,0.000001470337,0.00001350386,0.0000393359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7691627,"threshold_uncertainty_score":0.5031379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975315753849869,"score_gpt":0.2599436829619085,"score_spread":0.1901905254234098,"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."}}