{"id":"W3035795536","doi":"","title":"A Model for Stress Testing Household Lending in Australia | Bulletin – December Quarter 2013","year":2013,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Stress testing (software); Stress (linguistics); Geography; Computer science; Archaeology","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":[0.003230592,0.0008494321,0.00161079,0.0008841247,0.0008857121,0.002406288,0.002304079,0.002862725,0.01007098],"category_scores_gemma":[0.01016093,0.00103428,0.0009445701,0.00105789,0.001235773,0.002028822,0.00134255,0.003284784,0.001077986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003783347,"about_ca_system_score_gemma":0.003124797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1456394,"about_ca_topic_score_gemma":0.1218908,"domain_scores_codex":[0.9991585,0.0004438021,0.00003688824,0.0001361725,0.00006928337,0.0001552443],"domain_scores_gemma":[0.9966711,0.002103508,0.0003194976,0.0001305696,0.0003975855,0.0003777242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002352593,0.0003399608,0.02661451,0.0001241544,0.0001908051,0.0007125589,0.0008174551,0.7287382,0.0002831427,0.1870067,0.03056873,0.0243685],"study_design_scores_gemma":[0.00005870624,0.00004087708,0.003700936,0.00003183528,0.00004442051,0.00007386799,0.000208873,0.949006,0.00005668643,0.04306452,0.00368452,0.00002884442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5714439,0.002784729,0.3361257,0.03527104,0.0005813507,0.0004473405,0.008609474,0.001134033,0.04360253],"genre_scores_gemma":[0.9098191,0.0009689031,0.01642735,0.0004484433,0.0002215276,0.000370763,0.00180836,0.0001370135,0.06979853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456394,"threshold_uncertainty_score":0.2895834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0975770943265658,"score_gpt":0.2479529991707075,"score_spread":0.1503759048441417,"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."}}