{"id":"W4220716467","doi":"10.9734/ajeba/2022/v22i630571","title":"The Impact of Environment, Social, and Governance (ESG) Performance on the Change of Z-score before and after the COVID-19 – the Case of Chinese A-Share Manufacturing Industry Companies","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Economics Business and Accounting","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Corporate social responsibility; Corporate governance; Quarter (Canadian coin); Connotation; Accounting; Social responsibility; Share capital; Finance; Public relations; Shareholder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001208427,0.0001677857,0.0003896884,0.00007489612,0.0006428601,0.00009383656,0.0003122025,0.00005885711,0.00005768361],"category_scores_gemma":[0.0001685729,0.00009088071,0.00009686102,0.0001089541,0.0003277127,0.0003537587,0.0002807757,0.0004387768,2.141784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232382,"about_ca_system_score_gemma":0.00006094166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004796587,"about_ca_topic_score_gemma":0.0001023942,"domain_scores_codex":[0.9989375,0.00003289873,0.0006507206,0.0001482974,0.00003838463,0.0001921851],"domain_scores_gemma":[0.9973792,0.0003033975,0.002031395,0.0002164633,0.00002657953,0.00004296231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001895091,0.00003189749,0.9842948,0.0001374934,0.0001571142,0.0000141759,0.005826744,0.002013368,0.000004782138,0.001389522,0.00006894719,0.00587159],"study_design_scores_gemma":[0.0004696054,0.00008781009,0.9921445,0.00003509388,0.00001817629,0.0004773884,0.002098712,0.001545187,0.000008250021,0.002107915,0.0008984718,0.0001089138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921483,0.001566316,0.000005309966,0.005673035,0.00008495738,0.0001825542,0.0002752998,0.000001212533,0.00006298415],"genre_scores_gemma":[0.9983585,0.001060408,0.00000361032,0.0003962831,0.0001443632,0.00001095879,0.000001104834,0.00001667376,0.00000811355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007849619,"threshold_uncertainty_score":0.4944425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750145792616495,"score_gpt":0.2495048688560211,"score_spread":0.2020034109298562,"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."}}