{"id":"W4309213498","doi":"10.3390/jrfm15110529","title":"Evaluate the Causal Relations among the Criteria in Successful CSR Practices","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Business; Sustainability; Profit (economics); Social responsibility; Competitive advantage; Sustainable business; Marketing; Public relations; Economics; Political science","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":[0.02452304,0.0005683131,0.0005783188,0.005103809,0.001290484,0.002733759,0.000861148,0.001043746,0.004666821],"category_scores_gemma":[0.1228792,0.0003183022,0.001892437,0.00458173,0.001883278,0.002898244,0.002045319,0.001729977,0.0003797911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003445452,"about_ca_system_score_gemma":0.004177804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00497511,"about_ca_topic_score_gemma":0.006850529,"domain_scores_codex":[0.9794524,0.01008336,0.002696095,0.001819463,0.005040144,0.0009084751],"domain_scores_gemma":[0.7422648,0.2068181,0.02466567,0.005543605,0.01789675,0.002811107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005757876,0.0007981541,0.9670202,0.0003299661,0.000534935,0.0001250651,0.002257842,0.0009336676,0.0002870097,0.003233685,0.0003052229,0.0235984],"study_design_scores_gemma":[0.0001522375,0.001624118,0.9605299,0.0003044875,0.000617346,0.000130052,0.009877056,0.01298179,0.001616436,0.009853765,0.002244149,0.00006868211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860799,0.0003000204,0.004225479,0.0004422123,0.00004641171,0.0009076069,0.0005237971,0.00001820421,0.007456439],"genre_scores_gemma":[0.9953772,0.0001122851,0.003295733,0.00002977495,0.000008078026,0.0005369846,0.0002275457,0.0000058893,0.0004064747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02452304,"threshold_uncertainty_score":0.1296918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309497004416124,"score_gpt":0.2855795940874187,"score_spread":0.2624846240432575,"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."}}