{"id":"W4246399777","doi":"10.5040/9781472558787.ch-020","title":"Canadian Perspectives on the Challenges of Consumer Bankruptcies","year":2014,"lang":"en","type":"book-chapter","venue":"Hart Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[0.002535713,0.0006413541,0.0005436051,0.003314245,0.008721813,0.01111988,0.001375603,0.006612201,0.02710402],"category_scores_gemma":[0.004590786,0.0004856088,0.0004228901,0.006551156,0.008210986,0.003844596,0.001333541,0.005341209,0.001428291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08567342,"about_ca_system_score_gemma":0.1071794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589465,"about_ca_topic_score_gemma":0.9806568,"domain_scores_codex":[0.9971755,0.0002917347,0.00005829856,0.0001691095,0.001457967,0.0008474333],"domain_scores_gemma":[0.9968069,0.0006573474,0.0001228631,0.00009162316,0.001740659,0.0005807038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001728116,0.00001187559,0.0002708951,0.0000628585,0.000004137696,0.000113033,0.001632573,0.0002182872,0.0000431934,0.4774256,0.49654,0.02366022],"study_design_scores_gemma":[0.00000509956,0.000002520229,0.0009985598,0.0002025189,0.000004706154,0.00004028627,0.001482288,0.0001190329,0.00003921681,0.02454909,0.972539,0.00001769531],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003974265,0.142801,0.0005514151,0.3088147,0.002400073,0.00002011333,0.0006690248,0.00005310286,0.5407164],"genre_scores_gemma":[0.2226598,0.2425763,0.002060376,0.04756279,0.002737378,0.00003894842,0.0004057545,0.0001288069,0.4818299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08567342,"threshold_uncertainty_score":0.6216071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04998647747833827,"score_gpt":0.2012967443423903,"score_spread":0.1513102668640521,"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."}}