{"id":"W4213145670","doi":"10.3390/jrfm15020081","title":"Do Ethical Companies Have High Stock Prices or High Returns?","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Stock (firearms); Valuation (finance); Business ethics; Business; Financial economics; Actuarial science; Economics; Finance; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001681164,0.0002438991,0.0003909471,0.001254475,0.0002244549,0.001344399,0.0002805112,0.0009597524,0.002898688],"category_scores_gemma":[0.02257915,0.0001352368,0.0002088877,0.001106181,0.0009595284,0.001761884,0.0005367392,0.0005274533,0.0006212243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493896,"about_ca_system_score_gemma":0.0001748047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006218766,"about_ca_topic_score_gemma":0.00089468,"domain_scores_codex":[0.999158,0.0002352045,0.0001063783,0.0001098403,0.0002576188,0.0001329744],"domain_scores_gemma":[0.9636435,0.01014737,0.02221853,0.001009394,0.001390833,0.001590531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172013,0.0001194972,0.9732839,0.00003965113,0.00009863393,0.0002312904,0.0002503934,0.0003172794,0.0003772037,0.001579876,0.0006623722,0.02292265],"study_design_scores_gemma":[0.00002321351,0.0001645346,0.98742,0.00003199074,0.00004871682,0.0005967072,0.000894342,0.001552439,0.0004664608,0.007492912,0.001288698,0.00001989349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945841,0.0005846501,0.0004830098,0.001063179,0.0000231021,0.00000806769,0.000181233,0.000007266646,0.003065367],"genre_scores_gemma":[0.9992175,0.0002233698,0.0001059427,0.00009531334,0.00004789138,0.000003293547,0.0001042159,0.000001773783,0.0002006567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002898688,"threshold_uncertainty_score":0.00969708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578732557558577,"score_gpt":0.2502610669583995,"score_spread":0.2144737413828137,"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."}}