{"id":"W30706292","doi":"10.1007/s10633-019-09674-x","title":"Management of non-performing loans (NPLs) of the banking institutions in Malaysia (1995-2004) / Tusha Nandita a/p Ramakrishnan","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University Health Centre","keywords":"Non-performing loan; Financial system; Business; Accounting; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002754771,0.0001327836,0.00007757287,0.0003981089,0.0004319686,0.0003710864,0.0001901916,0.0001548722,0.00188261],"category_scores_gemma":[0.0005727622,0.00008345584,0.00009319907,0.0003679139,0.0001877514,0.000310867,0.0003493533,0.0003381045,0.0003092934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009096023,"about_ca_system_score_gemma":0.001144436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02723601,"about_ca_topic_score_gemma":0.05652836,"domain_scores_codex":[0.9998626,0.00003079001,0.00001187576,0.00001333418,0.00002807184,0.00005320179],"domain_scores_gemma":[0.999501,0.00002508888,0.0002243703,0.000009746463,0.00005861278,0.0001811413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001066117,0.0001853914,0.9376869,0.00004797326,0.00001230059,0.001448483,0.00431549,0.0001089677,0.001051925,0.000176078,0.002161048,0.05269877],"study_design_scores_gemma":[0.000002601786,0.0001036351,0.9932135,0.00002083747,0.000004438755,0.0007465846,0.00387575,0.000108789,0.0003264684,0.00003501849,0.0015587,0.000003560726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984327,0.000228482,0.00002642529,0.0002644678,0.000004399878,0.000007666072,0.00009049985,0.00000157993,0.0009438259],"genre_scores_gemma":[0.9971636,0.0002832587,0.00005651586,0.00003313909,0.000005557144,0.000003672421,0.00006276568,5.05439e-7,0.002390935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02723601,"threshold_uncertainty_score":0.05415499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107971649177346,"score_gpt":0.2418894054562549,"score_spread":0.2308096889644814,"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."}}