{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001325796,0.001603188,0.001519294,0.005249147,0.001406408,0.008687127,0.001849618,0.002515257,0.934911],"category_scores_gemma":[0.006648119,0.0007037481,0.0009315352,0.004288397,0.0005653169,0.003498983,0.002185122,0.001759687,0.9051039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015011,"about_ca_system_score_gemma":0.002444281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640451,"about_ca_topic_score_gemma":0.003323723,"domain_scores_codex":[0.9989504,0.0001096734,0.00006862549,0.0001535383,0.000609542,0.000108264],"domain_scores_gemma":[0.9964387,0.0005098151,0.0001634538,0.0003944781,0.0015518,0.0009417555],"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":[0.00002168866,0.00003253327,0.00003960093,0.0001413955,0.000002169035,0.00001415862,0.000008830611,0.00003937352,0.0001579803,0.001580078,0.9539746,0.04398749],"study_design_scores_gemma":[0.00001659373,0.00001727767,0.0001744041,0.00007837996,0.000002621403,0.00002002305,0.00002115566,0.00009146259,0.000107926,0.001280466,0.9981841,0.00000548539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002261659,0.0005968882,0.001365772,0.0020409,0.009531273,0.0003287537,0.01054279,0.002233255,0.9731343],"genre_scores_gemma":[0.000514939,0.000368333,0.0003969777,0.0005839561,0.0009533663,0.00006803692,0.00386578,0.000470388,0.9927781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06508899,"threshold_uncertainty_score":0.09284145,"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."}}