{"id":"W4288707163","doi":"10.2308/jeta-2022-014","title":"Industry 4.0-Enabled Environment, Social, and Governance Reporting: A Case from a Chinese Energy Company","year":2022,"lang":"en","type":"article","venue":"Journal of Emerging Technologies in Accounting","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Business; Corporate governance; Sustainability; Sustainability reporting; Objectivity (philosophy); Reliability (semiconductor); Accounting; Environmental governance; Global environmental analysis; Corporate social responsibility; Environmental economics; Environmental resource management; Public relations; Finance; Marketing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002082082,0.0002967726,0.0005664549,0.0008331362,0.0006873593,0.0003219912,0.0007296796,0.0002244222,0.0001925288],"category_scores_gemma":[0.001836499,0.0002931,0.0001229365,0.001231423,0.0001302535,0.001383198,0.002760319,0.001792881,0.00000121196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209021,"about_ca_system_score_gemma":0.00003574774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883707,"about_ca_topic_score_gemma":0.0000849323,"domain_scores_codex":[0.996888,0.0000321901,0.001564995,0.0003878407,0.0006072933,0.0005196511],"domain_scores_gemma":[0.9943243,0.0001172023,0.005126838,0.0003292059,0.00009308384,0.000009334542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001535284,0.000366782,0.8821868,0.0002539216,0.0002511466,0.02501024,0.000588116,0.008176886,0.0008980294,0.008354018,0.01387024,0.05989034],"study_design_scores_gemma":[0.005319561,0.00009233671,0.07129998,0.0003560665,0.0003433747,0.002504765,0.2300922,0.04406574,0.0001126066,0.09606047,0.5477144,0.00203861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904073,0.001199598,0.0002608417,0.006489601,0.0003859992,0.0001501715,0.000002967998,0.0002020938,0.0009014202],"genre_scores_gemma":[0.9978308,0.0000782994,0.0009229708,0.0005645404,0.00044926,0.00003826405,0.000003541911,0.00004605993,0.00006626823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8108867,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714494231774168,"score_gpt":0.2469478101737423,"score_spread":0.2298028678560007,"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."}}