{"id":"W1678082181","doi":"10.1002/iir.1201","title":"A Comparative Analysis of Anglo‐Australian Pre‐packs: Can the Means Be Made to Justify the Ends?","year":2012,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Legal principles and applications","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insolvency; Administration (probate law); Balance (ability); Work (physics); Business; Business practice; Law; Law and economics; Accounting; Economics; Political science; Finance; Business administration; Engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004852241,0.0001335338,0.0003275993,0.002456249,0.005387594,0.003777816,0.0008606882,0.0007455333,0.01307755],"category_scores_gemma":[0.01129859,0.0002820532,0.0002534181,0.003211135,0.005128984,0.003062846,0.003799746,0.001691106,0.0005450036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005881584,"about_ca_system_score_gemma":0.004160553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04693185,"about_ca_topic_score_gemma":0.1077383,"domain_scores_codex":[0.9956146,0.00155489,0.0001557175,0.0002917396,0.001563673,0.0008193185],"domain_scores_gemma":[0.9926662,0.002771934,0.001192194,0.000571612,0.00220622,0.0005918015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004317231,0.0003761306,0.0921641,0.0007843086,0.00008817988,0.001931956,0.259181,0.0003367429,0.001690796,0.4937758,0.01136898,0.1378704],"study_design_scores_gemma":[0.00002238185,0.000476739,0.5816518,0.001278043,0.0001001011,0.0005614167,0.1792349,0.0007782068,0.001365812,0.01492367,0.2195466,0.0000604204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312457,0.002196534,0.0007988405,0.001416705,0.00005821597,0.00009633241,0.0000923514,0.00000828062,0.1640871],"genre_scores_gemma":[0.9777183,0.0007646747,0.0004227859,0.0002942668,0.00001445745,0.0000434075,0.00007770399,0.000007748691,0.02065671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04693185,"threshold_uncertainty_score":0.09331739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406550897992904,"score_gpt":0.4496114111496491,"score_spread":0.3089563213503587,"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."}}