{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003211852,0.003065955,0.005070623,0.00732867,0.001459255,0.007288239,0.0052045,0.007647394,0.1648615],"category_scores_gemma":[0.02198631,0.001188801,0.002955,0.006174356,0.001947469,0.004019316,0.004498361,0.00536723,0.09745212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176179,"about_ca_system_score_gemma":0.008428023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00477404,"about_ca_topic_score_gemma":0.008909329,"domain_scores_codex":[0.9974079,0.0004509756,0.0002871095,0.000483589,0.001074818,0.0002955418],"domain_scores_gemma":[0.985672,0.004187398,0.001461636,0.00120514,0.006185678,0.00128812],"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":[0.00008065419,0.000007922747,0.00001588346,0.00728652,0.0001426712,0.00004776852,0.0000129857,0.00001838025,0.0001039637,0.0004286343,0.9588781,0.03297644],"study_design_scores_gemma":[0.00011449,0.00003076781,0.0003557314,0.006938937,0.0004035061,0.0001123124,0.00001765586,0.00001582296,0.00008180815,0.001363973,0.9905391,0.00002574623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001373159,0.7374257,0.0006755794,0.0358925,0.1963949,0.0002852287,0.008097121,0.0007797384,0.02031181],"genre_scores_gemma":[0.003836849,0.653731,0.001772822,0.09515629,0.1622949,0.0007163028,0.009893482,0.001086984,0.07151135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8351384,"threshold_uncertainty_score":0.5515168,"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."}}