{"id":"W4232067202","doi":"10.32920/ryerson.14636850.v1","title":"Review [untitled]","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Art","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":[0.0001634919,0.0001361982,0.0003697998,0.00001038877,0.00003269831,0.00002413836,0.0001635715,0.0001292113,0.1170775],"category_scores_gemma":[0.0000357148,0.0001078487,0.0002155477,0.000051156,0.00002477288,0.000005725993,0.0005483883,0.0003194769,0.001783652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001841269,"about_ca_system_score_gemma":0.00002289033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007697033,"about_ca_topic_score_gemma":0.00008884123,"domain_scores_codex":[0.9991122,0.00008179632,0.0002135036,0.0003650888,0.00007315301,0.0001542297],"domain_scores_gemma":[0.9991063,0.00003213458,0.00006975589,0.0006977082,0.00006241063,0.0000317306],"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":[0.000001072362,0.00004769223,0.001045591,0.001274331,0.0001820068,0.00002244519,0.0001897119,8.957479e-8,3.524658e-7,0.003168036,0.988699,0.005369722],"study_design_scores_gemma":[0.00009594693,0.000007843076,0.01057868,0.001956349,0.0001222473,0.000009183499,0.0005266699,5.568354e-7,0.000001348856,0.0009337194,0.9854895,0.0002778846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003204257,0.3742204,0.000100698,0.002929417,0.002946047,0.0002248933,0.0000101253,0.00007893197,0.6162852],"genre_scores_gemma":[0.1263937,0.3812546,0.0024515,0.113463,0.002372199,0.0008307064,0.0006023519,0.0001164129,0.3725156],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2437697,"threshold_uncertainty_score":0.9989936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065727753826331,"score_gpt":0.427629304260387,"score_spread":0.321056528877754,"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."}}