{"id":"W2171753977","doi":"10.1002/iir.94","title":"Consumer insolvency in Australia","year":2001,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Legal principles and applications","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Insolvency; Legislation; Debtor; Consumer Protection Act; Legislature; Business; Debt; Law reform; Law and economics; Order (exchange); Consumer law; Creditor; Economics; Accounting; Law; Finance; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053752,0.00009460336,0.0001642482,0.00007082728,0.0001082651,0.00004529948,0.0005119934,0.0000560607,0.0042652],"category_scores_gemma":[0.0002399206,0.00009215529,0.00009537222,0.0004069884,0.000106142,0.000284145,0.00004845533,0.0001656884,0.001022263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514812,"about_ca_system_score_gemma":0.0001023341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003892149,"about_ca_topic_score_gemma":0.002795836,"domain_scores_codex":[0.9987408,0.00008086651,0.000388626,0.0002129383,0.0003519565,0.0002248277],"domain_scores_gemma":[0.9994422,0.00005670836,0.0001067953,0.0001753991,0.0001306415,0.00008826391],"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":[0.000008303973,0.0004467243,0.0858272,0.0001688608,0.00004290484,0.00005342883,0.0011898,0.000006082645,0.00007221019,0.8302739,0.03359015,0.04832039],"study_design_scores_gemma":[0.0001079715,0.000005120159,0.008489459,0.0006223209,0.000008060874,0.000004043648,0.00004222311,0.000007002587,0.000002843336,0.003777748,0.9868219,0.0001113304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06334939,0.05539625,0.0003194064,0.05871005,0.001658588,0.001605682,0.00004997715,0.0001737649,0.8187369],"genre_scores_gemma":[0.7731839,0.2100565,0.0003426044,0.002211225,0.0003027985,0.0001657479,0.00002638297,0.00001053792,0.0137003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9532318,"threshold_uncertainty_score":0.9997556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155006584096493,"score_gpt":0.4448956130419099,"score_spread":0.3293949546322605,"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."}}