{"id":"W4328028883","doi":"10.53106/256299802022120401004","title":"ESG Audit Training Perspective in Asia","year":2022,"lang":"en","type":"article","venue":"International Journal of Computer Auditing","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Sustainability; Training (meteorology); Corporate governance; Business; Corporate social responsibility; Accounting; Public relations; Political science; Geography; Finance; Ecology","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":[0.003251354,0.0004053737,0.0002244874,0.001698444,0.002856148,0.008510523,0.0008905967,0.002904373,0.01499023],"category_scores_gemma":[0.003123589,0.0001698486,0.000316817,0.003549288,0.004007181,0.005924736,0.00499566,0.004098397,0.001514291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008091545,"about_ca_system_score_gemma":0.0213123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02356628,"about_ca_topic_score_gemma":0.02105002,"domain_scores_codex":[0.9977103,0.0006668922,0.0001411105,0.0001755941,0.0003651603,0.0009409702],"domain_scores_gemma":[0.9953905,0.0007711858,0.000718718,0.0002305824,0.001414703,0.00147429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00021024,0.000555308,0.04714922,0.001355953,0.00003908659,0.005388233,0.04364489,0.002485412,0.001450259,0.5514092,0.06262136,0.2836909],"study_design_scores_gemma":[0.00004412145,0.0002797429,0.03557469,0.003127879,0.0000286191,0.001890975,0.08889852,0.00128181,0.0013253,0.03766171,0.8298369,0.00004985442],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1442603,0.02159243,0.002813302,0.2107955,0.002355637,0.00006972538,0.0002225595,0.0001453846,0.6177451],"genre_scores_gemma":[0.8630688,0.02097165,0.00176395,0.03987803,0.0008834092,0.00007516369,0.000130647,0.00006161212,0.07316674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02356628,"threshold_uncertainty_score":0.05870849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118660450176256,"score_gpt":0.2508807358642671,"score_spread":0.2296941313625045,"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."}}