{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005053248,0.000885967,0.000932373,0.003500422,0.01075618,0.01137948,0.002584159,0.004899741,0.1921604],"category_scores_gemma":[0.02782762,0.0004440065,0.000903622,0.004265595,0.002668138,0.003081553,0.003129345,0.005382364,0.05186454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04006998,"about_ca_system_score_gemma":0.1396232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8129986,"about_ca_topic_score_gemma":0.9050426,"domain_scores_codex":[0.9897721,0.0006331083,0.0003050894,0.0009561072,0.006770576,0.001562921],"domain_scores_gemma":[0.9647108,0.001781914,0.0006552291,0.0007899977,0.02666185,0.005400143],"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":[0.000008445647,0.000001489818,0.00007488021,0.0001007822,0.0000029521,0.00003167681,0.00009696811,0.000005258614,0.00004530661,0.002211073,0.9868,0.01062118],"study_design_scores_gemma":[0.000001805955,0.000001503216,0.0002066876,0.00009307518,0.000002504532,0.00002372,0.0001487876,0.000003653694,0.00001843941,0.0001138286,0.9993801,0.00000579468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008201371,0.08795421,0.0009265265,0.4118137,0.1367209,0.0001596653,0.007409233,0.0006462968,0.3535494],"genre_scores_gemma":[0.01621645,0.06505087,0.001523549,0.1590621,0.01607908,0.0001611083,0.004180004,0.0006661199,0.7370608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1921604,"threshold_uncertainty_score":0.6428407,"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."}}