{"id":"W2810221235","doi":"10.1002/iir.1320","title":"Transaction Avoidance in Insolvencies Rebecca Parry, James AyliffeQC and SharifShivji (3rd edn) (2018, OUP, Oxford), 720pp, £195, ISBN 978‐0‐19‐879340‐3","year":2018,"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":false,"ca_institutions":"","funders":"","keywords":"PARRY; Insolvency; Database transaction; Citation; Law; Library science; Sociology; Political science; Computer science; Artificial intelligence","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":[0.004045174,0.0004622058,0.0009739005,0.001960899,0.001425229,0.005143282,0.0009067134,0.002133597,0.009908471],"category_scores_gemma":[0.009488755,0.0003252209,0.0002792637,0.003208332,0.003385013,0.003452831,0.001760621,0.003678032,0.001486227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307549,"about_ca_system_score_gemma":0.006560681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945021,"about_ca_topic_score_gemma":0.03767988,"domain_scores_codex":[0.997999,0.0006439968,0.0001433652,0.0001369442,0.0007960334,0.0002806248],"domain_scores_gemma":[0.9953249,0.00219881,0.0005472135,0.0001578135,0.001380654,0.0003906826],"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":[0.00005209003,0.00007717218,0.0006952799,0.0008488251,0.00002208856,0.0001000718,0.0007902992,0.0002453077,0.00005760828,0.06372795,0.6458644,0.2875189],"study_design_scores_gemma":[0.00002054047,0.00003904656,0.004750829,0.003965699,0.00002508645,0.0002813925,0.0008868321,0.0001636663,0.00006089376,0.02110083,0.9686854,0.0000198314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001314382,0.926138,0.0002318377,0.05204035,0.002403973,0.000007051032,0.000028018,0.00001217008,0.01782422],"genre_scores_gemma":[0.0381283,0.9150038,0.0003101278,0.01218477,0.00580173,0.00003950046,0.0001398587,0.00003185566,0.02836005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02945021,"threshold_uncertainty_score":0.05855757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178875046405196,"score_gpt":0.2615020196471398,"score_spread":0.2297132691830878,"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."}}