{"id":"W3094122379","doi":"10.5267/j.ac.2020.10.016","title":"Corporate social responsibility disclosure and financial information environment","year":2020,"lang":"en","type":"article","venue":"Accounting","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Audit; Accounting; Business; Quality (philosophy); Social responsibility; Quality audit; Public relations; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145434,0.0002113111,0.0002676502,0.00009585037,0.0005493111,0.0005519001,0.0001556028,0.0001223454,0.0001037553],"category_scores_gemma":[0.00279186,0.0002203795,0.00008383562,0.000478481,0.0001240725,0.0033685,0.0004372692,0.0002564273,0.0002607283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005443303,"about_ca_system_score_gemma":0.00007832207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178979,"about_ca_topic_score_gemma":0.00002180845,"domain_scores_codex":[0.9982656,0.00002596536,0.0006298312,0.0003459602,0.0004067658,0.000325843],"domain_scores_gemma":[0.9985399,0.00006540929,0.001074733,0.0001524572,0.0001421125,0.00002535099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007471878,0.00006371082,0.8489124,0.000599592,0.00002808028,0.00003372529,0.002441034,0.00005733226,0.00386183,0.01575179,0.002865416,0.124638],"study_design_scores_gemma":[0.001084001,0.00002605906,0.8146239,0.00003061336,0.0001022247,0.000004834317,0.001629767,0.005706883,0.0001064592,0.01714906,0.158735,0.0008012382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992024,0.00002055626,0.0005078083,0.004218787,0.0001249979,0.0003609677,0.000005575151,0.0001821831,0.002555092],"genre_scores_gemma":[0.993539,0.000002055604,0.0001948361,0.004793416,0.001380738,0.00001317539,0.00003671445,0.00001887283,0.00002120357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1558696,"threshold_uncertainty_score":0.8986815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953093968617566,"score_gpt":0.2161188041109267,"score_spread":0.186587864424751,"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."}}