{"id":"W4388223684","doi":"10.1080/23268263.2023.2267300","title":"Canadian Voice","year":2023,"lang":"en","type":"article","venue":"Voice and Speech Review","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Scholarship; Voice; Creativity; The arts; Coaching; Knight; Performing arts; Visual arts; Sociology; Art; Media studies; Psychology; Linguistics; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002610711,0.00007675287,0.0001517997,0.0000539547,0.0003265119,0.00008823623,0.00005746749,0.00001485389,0.001161617],"category_scores_gemma":[0.00002392906,0.00005904109,0.00003850352,0.00008718893,0.00003522383,0.0001652473,0.00001132602,0.0000700594,0.002976072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007409188,"about_ca_system_score_gemma":0.00003019928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04951607,"about_ca_topic_score_gemma":0.4524377,"domain_scores_codex":[0.9994664,0.00002884558,0.0001345931,0.0001177449,0.00008468594,0.0001677452],"domain_scores_gemma":[0.9996324,0.0001069343,0.00003495731,0.00009920865,0.00004025989,0.00008629932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001720339,0.000006466134,0.0003352879,0.00153607,0.00005210362,0.00003176129,0.002495259,8.068882e-8,0.000001526672,0.01726852,0.3460623,0.6322089],"study_design_scores_gemma":[0.00003576883,0.00001094595,0.00024255,0.0003768976,0.00004502278,0.000003240447,0.0002952433,0.000003152944,4.910021e-7,0.0002082364,0.9986926,0.00008583968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001892243,0.37223,7.990514e-7,0.05816866,0.0005074335,0.0003414149,0.00008203035,0.0001477169,0.5666298],"genre_scores_gemma":[0.01907725,0.9346448,0.00004810516,0.01462167,0.000655404,0.00002979483,0.00003772883,0.00002008463,0.03086516],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6526303,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07596622680102419,"score_gpt":0.3012003427446641,"score_spread":0.2252341159436399,"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."}}