{"id":"W4409679680","doi":"10.1002/iir.1539","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"International Insolvency Review","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000197499,0.0002441769,0.0003298312,0.0002499141,0.0000368885,0.00007557872,0.0004022245,0.00018548,0.4320758],"category_scores_gemma":[0.00007098078,0.000251454,0.0001695791,0.0001529644,0.00001641998,0.0004740246,0.00003937354,0.0003333972,0.5505563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948811,"about_ca_system_score_gemma":0.00007720696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001332343,"about_ca_topic_score_gemma":0.000001608667,"domain_scores_codex":[0.9986474,0.00003482586,0.000656827,0.0001329669,0.0003955634,0.0001324369],"domain_scores_gemma":[0.9993041,0.00002202509,0.0001252399,0.0002473567,0.0002580963,0.00004316664],"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":[6.853577e-7,0.00000626622,3.277306e-7,0.00369003,0.00006060349,1.954507e-7,0.00002993503,0.0005811793,0.000004403131,0.00001840849,0.9483826,0.04722543],"study_design_scores_gemma":[0.00008853624,0.000005665283,0.00002076259,0.007273252,0.00004278024,0.000001947515,0.000003655518,0.001260523,0.000006817342,0.00001926504,0.9910619,0.0002149366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.000002317893,0.0578876,0.002018003,0.0007733093,0.03153938,0.0004337791,0.0002217042,0.0001503996,0.9069735],"genre_scores_gemma":[0.00003774852,0.5201675,0.0001489311,0.003781763,0.001812064,0.0002072136,0.005027476,0.00002369863,0.4687936],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4622799,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316203209679074,"score_gpt":0.3267202059577572,"score_spread":0.3035581738609665,"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."}}