{"id":"W4391320221","doi":"10.1002/bmb.21747","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Biochemistry and Molecular Biology Education","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Psychology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000617707,0.0001792523,0.0001186793,0.00009376669,0.0000336809,0.00005787722,0.00006584441,0.0004842695,0.008749928],"category_scores_gemma":[0.00001419405,0.0001907473,0.00003957992,0.00006195735,0.00004468822,0.00005553789,0.0000179064,0.0002091674,0.0401557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008083094,"about_ca_system_score_gemma":0.0001455234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001087914,"about_ca_topic_score_gemma":1.468282e-7,"domain_scores_codex":[0.999482,0.0000166067,0.0001839978,0.0001550229,0.00005064204,0.0001117681],"domain_scores_gemma":[0.9996972,0.000004737505,0.0000348384,0.0001562831,0.00005070757,0.00005624328],"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":[0.000001080436,0.000005742012,3.978864e-7,0.0005250481,0.00002679129,6.242859e-8,0.0001045116,0.00002812195,0.08861978,0.00001457084,0.8967732,0.01390073],"study_design_scores_gemma":[0.00004321872,0.00000943914,0.000004710093,0.00007990449,0.00003389353,0.000006166952,0.00008590193,0.0001592776,0.03960603,0.0001289193,0.9596418,0.000200741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09545923,0.03983926,0.008741102,0.001413465,0.05661233,0.0008424249,0.000412425,0.0006234323,0.7960563],"genre_scores_gemma":[0.3720881,0.009256467,0.001499039,0.003730168,0.01197754,0.0008039975,0.06074475,0.0002051938,0.5396948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2766289,"threshold_uncertainty_score":0.9921562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006388921556342279,"score_gpt":0.289736217817569,"score_spread":0.2833472962612267,"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."}}