{"id":"W3010569932","doi":"","title":"Just Released: Cleaning Up Collections","year":2018,"lang":"en","type":"article","venue":"Liberty Street Economics","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Credit card; Debt; Household debt; Business; Economics; Financial system; Finance; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004104098,0.0002976161,0.0005561488,0.0003704424,0.0006120877,0.0003202292,0.0004156959,0.0002328745,0.001846645],"category_scores_gemma":[0.0001041249,0.0004022013,0.0002160404,0.0003320711,0.0002050774,0.0005413996,0.0001413686,0.0002304264,0.002903634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288134,"about_ca_system_score_gemma":0.0000706522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007508966,"about_ca_topic_score_gemma":0.001704992,"domain_scores_codex":[0.9976682,0.00001599148,0.0009423445,0.0007381378,0.00001599846,0.0006193061],"domain_scores_gemma":[0.9984888,0.00008897935,0.0004622196,0.0006937977,0.00004087395,0.0002252803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002728128,0.0003318312,0.1555813,0.00006603152,0.000471387,0.000007223062,0.002514114,0.000545802,0.00001311216,0.6337269,0.1855998,0.02086966],"study_design_scores_gemma":[0.001489297,0.0002434899,0.005089411,0.00002074279,0.0000250193,0.00001532948,0.0005251055,0.03986944,0.0003003275,0.04492445,0.9064199,0.0010775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3981355,0.00007234709,0.001448468,0.0004944228,0.003240667,0.0001987425,0.0001669669,0.0001838419,0.596059],"genre_scores_gemma":[0.9738273,0.0006056795,0.002050542,0.001013332,0.001337838,0.00002781421,0.0000503794,0.0001119983,0.02097514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7208201,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874902474396603,"score_gpt":0.2170022497767416,"score_spread":0.1782532250327755,"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."}}