{"id":"W4283754631","doi":"10.3390/jrfm15070291","title":"How Can European Regulation on ESG Impact Business Globally?","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":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Due diligence; Business; European union; Corporate governance; International trade; Order (exchange); Impact assessment; Industrial organization; Transparency (behavior); Accounting; International economics; Economics; Finance; 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":[0.01945433,0.0004490589,0.000609163,0.002114242,0.002885187,0.01635483,0.001458531,0.00918245,0.005215195],"category_scores_gemma":[0.03924733,0.0003476786,0.001022132,0.002636052,0.008676884,0.01087826,0.005518318,0.005275791,0.0009995559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004402164,"about_ca_system_score_gemma":0.007862343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008039989,"about_ca_topic_score_gemma":0.005090541,"domain_scores_codex":[0.9819563,0.007261325,0.0009154789,0.002401334,0.004687876,0.002777712],"domain_scores_gemma":[0.977836,0.01236539,0.003113117,0.002473991,0.003255304,0.0009563268],"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":[0.00003250919,0.00007069977,0.005807582,0.0001987004,0.00004522619,0.0003920933,0.003101171,0.001730537,0.0006277978,0.9240956,0.01334485,0.05055324],"study_design_scores_gemma":[0.00002825846,0.0001576805,0.02251922,0.003038559,0.00009687836,0.0004227389,0.008482512,0.001398452,0.002472907,0.2823111,0.6789244,0.0001472196],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1444177,0.0295449,0.0175888,0.166877,0.002705419,0.0001005473,0.0004068328,0.0001938358,0.638165],"genre_scores_gemma":[0.9017695,0.01092535,0.004767724,0.06014063,0.0007231541,0.000116519,0.0002592247,0.0001349569,0.02116294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01945433,"threshold_uncertainty_score":0.1028855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165046906492065,"score_gpt":0.2175766175239899,"score_spread":0.2059261484590692,"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."}}