{"id":"W4389632994","doi":"10.2139/ssrn.4647425","title":"DOES CORPORATE SOCIAL RESPONSIBILITY INCREASE ACCESS TO FINANCE? A COMMENTARY ON CHENG, IOANNOU, AND SERAFEIM (2014)","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":"Corporate social responsibility; Business; Accounting; Political science; Public relations","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":[0.01667659,0.001217123,0.002542036,0.002423007,0.008675129,0.01015634,0.007068004,0.1058678,0.006374576],"category_scores_gemma":[0.09486952,0.001152274,0.002239958,0.003856743,0.0134519,0.0105368,0.005144199,0.07650511,0.004104262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108368,"about_ca_system_score_gemma":0.01751552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08722973,"about_ca_topic_score_gemma":0.110045,"domain_scores_codex":[0.9831023,0.005270961,0.001411039,0.00260161,0.005638053,0.001976086],"domain_scores_gemma":[0.902335,0.07549182,0.004318259,0.00165168,0.01244891,0.003754327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003902744,0.00001083181,0.0001358647,0.0001617278,0.00003051339,0.00009530476,0.001094943,0.0000327478,0.00003763315,0.01604215,0.9789032,0.003416204],"study_design_scores_gemma":[0.0001464312,0.00005204665,0.002030318,0.002721884,0.0001482722,0.0001452329,0.003447105,0.0001941193,0.0003032895,0.03387338,0.9568081,0.0001298642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001207141,0.003226449,0.00003299829,0.9853002,0.01043202,0.00000243407,0.00004314909,0.000004155708,0.0008378074],"genre_scores_gemma":[0.003587474,0.002093942,0.00007981122,0.9705438,0.0217861,0.00002479343,0.00001629209,0.00001647147,0.001851302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1058678,"threshold_uncertainty_score":0.173444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639050019457947,"score_gpt":0.2840513794083272,"score_spread":0.2576608792137477,"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."}}