{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009333685,0.0001231479,0.0001588812,0.0001075339,0.0004638872,0.0002001379,0.0003925114,0.00002366952,0.00001183674],"category_scores_gemma":[0.00001651491,0.00007021259,0.00004017692,0.000308748,0.0006905075,0.0009022979,0.0002615167,0.00006090963,0.00001582345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001835614,"about_ca_system_score_gemma":0.000007424936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003111689,"about_ca_topic_score_gemma":0.00005203392,"domain_scores_codex":[0.9990942,0.000003866973,0.0002279478,0.0002453476,0.0001480787,0.0002805693],"domain_scores_gemma":[0.9996675,0.00001827383,0.000228036,0.00002924513,0.00005420743,0.000002727596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001022472,0.00003178832,0.8839424,0.00003139566,0.000005536031,0.000001940054,0.0004125483,6.923392e-7,0.007903206,0.08484019,0.001423641,0.0213965],"study_design_scores_gemma":[0.0002863877,0.00001451019,0.9905486,0.00007888343,0.00002249513,0.000001645669,0.0004600231,0.00001392006,0.00007387142,0.00753962,0.0008033161,0.0001567037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730346,0.0000355705,8.88936e-7,0.00134029,0.00009499079,0.0001002017,0.000002023125,0.00003740186,0.02535401],"genre_scores_gemma":[0.9991074,0.00001964745,0.00002673753,0.0002033926,0.000295754,0.000004879221,2.035547e-7,0.00001164093,0.0003303407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066063,"threshold_uncertainty_score":0.3567892,"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."}}