{"id":"W4400406593","doi":"10.36510/learnland.v17i1.1114","title":"Review Board","year":2024,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06053264,0.00177222,0.004192512,0.009938075,0.003986389,0.01064636,0.004623275,0.007239982,0.2290405],"category_scores_gemma":[0.274094,0.001578552,0.002825931,0.005765872,0.001846874,0.004628598,0.00326787,0.007082569,0.1869688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005322828,"about_ca_system_score_gemma":0.02292551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003329345,"about_ca_topic_score_gemma":0.00653319,"domain_scores_codex":[0.9553764,0.01149342,0.009204444,0.004642949,0.0176275,0.001655301],"domain_scores_gemma":[0.3321816,0.02413316,0.01928779,0.01647169,0.5904103,0.01751541],"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":[0.00008516389,0.00001105907,0.00006904455,0.0005606291,0.00001463462,0.00003019456,0.00003755148,0.00001513789,0.0001343382,0.0002139395,0.9774991,0.02132918],"study_design_scores_gemma":[0.0001374055,0.0000437467,0.0007651355,0.002080417,0.00005001689,0.000147825,0.0001105397,0.0001187395,0.0001925103,0.0005782594,0.9957384,0.00003703427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001150208,0.02450559,0.01978854,0.2736798,0.5695177,0.01970893,0.01729822,0.004880717,0.06947027],"genre_scores_gemma":[0.01507377,0.03401074,0.03840986,0.145269,0.2849174,0.04196682,0.02080694,0.007203872,0.4123417],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2290405,"threshold_uncertainty_score":0.766217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765678664662181,"score_gpt":0.2725237469498164,"score_spread":0.2548669603031946,"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."}}