{"id":"W4401893996","doi":"10.1002/iir.1546","title":"Arbitration and insolvency Edited by RichardBamforth and KushalGandhi (eds) (1st edition) (2024, Elgar, Cheltenham) xxxi+236 pp., £145, <scp>ISBN</scp> 978‐1‐80088‐738‐1","year":2024,"lang":"en","type":"article","venue":"International Insolvency Review","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arbitration; Insolvency; Law and economics; Political science; Sociology; Law","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":[0.001332516,0.001081495,0.001318177,0.001380204,0.001901725,0.009898764,0.001214701,0.002831411,0.04180629],"category_scores_gemma":[0.002670071,0.0008304545,0.000838755,0.002681821,0.002838617,0.005768765,0.00268385,0.004010095,0.01748418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311382,"about_ca_system_score_gemma":0.008084368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005983613,"about_ca_topic_score_gemma":0.008158699,"domain_scores_codex":[0.9984441,0.0003299099,0.0001033726,0.0001813997,0.0007658088,0.0001753765],"domain_scores_gemma":[0.9993319,0.0003145702,0.00008161971,0.00005396906,0.0001490598,0.00006890763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002209231,0.00003689111,0.0002135347,0.000641784,0.00001437146,0.0002401832,0.00131671,0.0005996865,0.0002621762,0.1326033,0.671735,0.1923143],"study_design_scores_gemma":[0.000003031661,0.000006042902,0.0002369485,0.00054845,0.000002999818,0.0001785086,0.0003333254,0.0001131996,0.00003470526,0.01425446,0.9842827,0.000005666332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001866425,0.541708,0.006423432,0.02313608,0.01158736,0.00007928371,0.000298457,0.0002152708,0.4146857],"genre_scores_gemma":[0.02184691,0.3741171,0.004704047,0.004621376,0.00351677,0.0001393602,0.000593616,0.0002497964,0.5902111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04180629,"threshold_uncertainty_score":0.1398559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428213461809752,"score_gpt":0.2379213494385473,"score_spread":0.2236392148204498,"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."}}