{"id":"W4405352059","doi":"10.1002/yd.20513","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"New Directions for Student Leadership","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001162645,0.002166516,0.001536593,0.004666531,0.002103003,0.009048015,0.002016649,0.003473914,0.91101],"category_scores_gemma":[0.005795551,0.0008744572,0.001312861,0.004003458,0.0007283811,0.00368622,0.002037984,0.00224272,0.8763232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765084,"about_ca_system_score_gemma":0.004303787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009368645,"about_ca_topic_score_gemma":0.0181137,"domain_scores_codex":[0.9989103,0.00008509911,0.00005137625,0.0001389645,0.0006783259,0.0001360501],"domain_scores_gemma":[0.9954368,0.0004039847,0.0002087545,0.0003282535,0.002180726,0.001441463],"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":[0.00001218585,0.00002224648,0.0000274922,0.0000755149,0.000001074381,0.000008760287,0.00000334047,0.00002319274,0.0000583697,0.0005274115,0.9801056,0.0191348],"study_design_scores_gemma":[0.00001900652,0.00001680298,0.0003008959,0.00009062958,0.0000018688,0.00001476469,0.00001689993,0.00005310626,0.00004768893,0.0004315088,0.9990013,0.00000540127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000155336,0.0006475055,0.0004418123,0.002179845,0.01058568,0.0004044353,0.01019595,0.001307786,0.9740816],"genre_scores_gemma":[0.0003299069,0.0003630091,0.000192218,0.0006179953,0.001124262,0.00007138705,0.003315381,0.0002879855,0.9936979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08899003,"threshold_uncertainty_score":0.1269335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0868832887451464,"score_gpt":0.3423904656500849,"score_spread":0.2555071769049385,"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."}}