{"id":"W1606822383","doi":"","title":"A Study on Prevention of Non-Performing Assets of Chinese State-Owned Commercial Banks","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; State owned; Non-performing asset; China; Finance; Government (linguistics); Assets under management; Return on assets; Fixed asset; Economics; Market economy; Production (economics)","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":[0.0009267371,0.0001963947,0.000194693,0.0009157053,0.001847131,0.0009168525,0.000445806,0.0005471903,0.001815893],"category_scores_gemma":[0.002814389,0.0001738041,0.0003353572,0.0009383757,0.0008240132,0.0008445442,0.000654294,0.0006314823,0.00009292175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080342,"about_ca_system_score_gemma":0.005563078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08418783,"about_ca_topic_score_gemma":0.1103377,"domain_scores_codex":[0.9992943,0.0001550739,0.00006079243,0.00006766522,0.00019469,0.000227559],"domain_scores_gemma":[0.9976321,0.0004438296,0.0009075377,0.000105272,0.0004645024,0.0004466377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070294,0.0007908755,0.9524935,0.00009791868,0.00004259188,0.000666077,0.02036029,0.0001165988,0.0005706627,0.001887194,0.0008421777,0.02202502],"study_design_scores_gemma":[0.000009778659,0.0001880482,0.9834377,0.0000450412,0.00003684417,0.0001612827,0.01373885,0.0002725203,0.0002572926,0.0002012663,0.00164138,0.000009992821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985935,0.00007422374,0.00001595964,0.0001433926,0.000002433811,0.00001041552,0.00001142682,5.036113e-7,0.001148194],"genre_scores_gemma":[0.9990422,0.0001786582,0.00002513941,0.0000514884,0.000004157656,0.000005500808,0.00002119955,2.896535e-7,0.0006713167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08418783,"threshold_uncertainty_score":0.1673956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379247003137036,"score_gpt":0.2869246923696657,"score_spread":0.2489999920559621,"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."}}