{"id":"W4416266727","doi":"10.1002/iir.70020","title":"A bibliometric analysis of research on personal insolvency","year":2025,"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":"National Social Science Fund of China; China Scholarship Council","keywords":"Bankruptcy; Insolvency; Discipline; Debt; Core (optical fiber); Citation; Bibliographic coupling","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00728769,0.0003250963,0.001071959,0.2014564,0.001311203,0.004367928,0.0006713847,0.0004680204,0.004063359],"category_scores_gemma":[0.06197696,0.0001722559,0.0006242277,0.2437495,0.0008415014,0.00281491,0.001803781,0.0003338642,0.0007746599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291964,"about_ca_system_score_gemma":0.004524223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007386606,"about_ca_topic_score_gemma":0.008052997,"domain_scores_codex":[0.9859667,0.003221075,0.002669551,0.0009024669,0.006737075,0.0005030446],"domain_scores_gemma":[0.9123065,0.04973111,0.0157534,0.002750683,0.01838483,0.001073436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002329486,0.0001759301,0.5748441,0.008136233,0.000618435,0.0007651419,0.008882199,0.001815167,0.002593678,0.02132373,0.02095977,0.3596527],"study_design_scores_gemma":[0.00002018254,0.000129426,0.886295,0.001757339,0.0003884605,0.0009653353,0.01132276,0.00371121,0.001548541,0.004519278,0.08928443,0.00005803158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7929847,0.03310543,0.005248741,0.001819046,0.0002904492,0.0006821679,0.04476506,0.0004341471,0.1206702],"genre_scores_gemma":[0.9596772,0.0143721,0.004759085,0.00008790792,0.0003202779,0.0004416455,0.01773573,0.00004273215,0.002563324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7985436,"threshold_uncertainty_score":0.0385415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159100999992831,"score_gpt":0.4067565073992183,"score_spread":0.2908464073999351,"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."}}