{"id":"W2559123199","doi":"10.15405/epsbs.2016.11.02.12","title":"Household Debt and Macroeconomic Variables in Malaysia","year":2016,"lang":"en","type":"article","venue":"The European Proceedings of Social & Behavioural Sciences","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Debt; Gross domestic product; Unemployment; Index (typography); Household debt; Quarter (Canadian coin); Ordinary least squares; External debt; Price index; Variables; Interest rate; Debt-to-GDP ratio; Monetary economics; Macroeconomics; Econometrics; Geography; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003876398,0.0001167237,0.0001388164,0.0006678441,0.0001544282,0.0007246572,0.0001144455,0.0001786847,0.00153805],"category_scores_gemma":[0.001549046,0.0001037306,0.0001714594,0.001210212,0.0001647407,0.000355753,0.0003449451,0.0003614212,0.0001965033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452104,"about_ca_system_score_gemma":0.0003554029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156613,"about_ca_topic_score_gemma":0.01705971,"domain_scores_codex":[0.9998637,0.00004309091,0.00001978519,0.00002043201,0.00002292668,0.00003004687],"domain_scores_gemma":[0.9988431,0.000227957,0.0006532962,0.00003456392,0.00008868063,0.0001522984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001966782,0.0000198464,0.997384,0.000008746049,0.0000200062,0.00006440969,0.00007885186,0.000381749,0.00004392322,0.0001446821,0.00014212,0.001692104],"study_design_scores_gemma":[9.1326e-7,0.00001664,0.998442,0.00001411256,0.000006886253,0.00005738596,0.0002723243,0.0007750512,0.00004135292,0.00006676636,0.000303839,0.000002685931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980388,0.0002509004,0.0000363007,0.00009523641,0.000002506431,0.000002858732,0.0005371285,0.000002278995,0.001034037],"genre_scores_gemma":[0.9991232,0.0001678095,0.00003452056,0.00001075108,0.000002898166,0.000002066382,0.0003270925,5.553223e-7,0.0003312718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156613,"threshold_uncertainty_score":0.04288119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203064020976368,"score_gpt":0.2171028143876366,"score_spread":0.1950721741778729,"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."}}