{"id":"W4412840254","doi":"10.1111/itor.70066","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"International Transactions in Operational Research","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Polytechnique Montréal; Western University; Concordia University; Dalhousie University; University of Ontario Institute of Technology","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0008808321,0.000224281,0.0002030228,0.002250205,0.0002043471,0.0003601852,0.0004862606,0.0003956852,0.4656661],"category_scores_gemma":[0.00008876371,0.0002598097,0.00009371141,0.0006087904,0.00008970716,0.001002737,0.00001653478,0.001408681,0.2085696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369353,"about_ca_system_score_gemma":0.0004982157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002933453,"about_ca_topic_score_gemma":0.0001199122,"domain_scores_codex":[0.9972891,0.0001581303,0.0006360841,0.0002376877,0.001368319,0.0003106674],"domain_scores_gemma":[0.9985657,0.0002186545,0.00002695266,0.0002291559,0.0008922275,0.00006733352],"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":[0.00001443929,0.00003638808,0.000001607593,0.00007651217,0.00005207109,6.295315e-7,0.0002889917,0.2905085,0.00006919811,0.00007248251,0.6955481,0.01333103],"study_design_scores_gemma":[0.0003574718,0.00001296328,0.0001306452,0.000167185,0.000004118188,0.00000231861,0.0001712213,0.08006242,0.0001326981,0.00007615331,0.9186897,0.0001931033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000133109,0.000184877,0.04736232,0.001889064,0.01909466,0.0006219166,0.0006641616,0.00009928059,0.9299506],"genre_scores_gemma":[0.02097364,0.00312721,0.0007039499,0.0003218451,0.001851404,0.0008710003,0.004387611,0.00004220766,0.9677211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2570964,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07385310958301544,"score_gpt":0.4264650972444866,"score_spread":0.3526119876614711,"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."}}