{"id":"W4389428102","doi":"10.2139/ssrn.4648438","title":"DO SUSTAINABLE COMPANIES HAVE BETTER FINANCIAL PERFORMANCE? REVISITING A SEMINAL STUDY","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Replication (statistics); Corporate sustainability; Business; Sustainability; Process management; Accounting; Corporate social responsibility; Political science; Public relations; Biology; Ecology","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":[0.009299617,0.0007014895,0.0007862052,0.003340779,0.001386449,0.004642557,0.001349697,0.002584765,0.006655037],"category_scores_gemma":[0.02359283,0.0002606883,0.0008909561,0.005354847,0.008193221,0.007700146,0.002821219,0.00446114,0.0008294378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076019,"about_ca_system_score_gemma":0.003331898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009425132,"about_ca_topic_score_gemma":0.01283314,"domain_scores_codex":[0.9980811,0.0006156083,0.0001261134,0.0004599672,0.0004668817,0.0002502963],"domain_scores_gemma":[0.9427944,0.04667752,0.004204107,0.001863752,0.003623067,0.0008371479],"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":[0.0008491491,0.0009508335,0.1301353,0.004207814,0.00124905,0.0009940955,0.01519344,0.001005458,0.0007263115,0.4308812,0.07839224,0.3354151],"study_design_scores_gemma":[0.0003342208,0.0008450603,0.2711595,0.01110037,0.001261505,0.0006299512,0.03503693,0.001073692,0.001481946,0.3718853,0.3050013,0.0001902283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2736954,0.284108,0.003799329,0.3468814,0.006243932,0.00007904968,0.00105946,0.00003984933,0.08409364],"genre_scores_gemma":[0.8590349,0.09293036,0.001177783,0.03558856,0.005621711,0.00005718226,0.0002727563,0.00004067913,0.005276047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009425132,"threshold_uncertainty_score":0.0491817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830629157304392,"score_gpt":0.2637165130777112,"score_spread":0.2454102215046672,"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."}}