{"id":"W7161945616","doi":"10.82308/45563","title":"Voice and identity in contemporary Canadian art: perspectives on vocality and representation","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Terminology; Representation (politics); Aside; Context (archaeology); Ideology; Field (mathematics); Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002241714,0.000166958,0.0002704211,0.0001571993,0.0001160789,0.00006049361,0.00005572393,0.0002000306,0.0001530299],"category_scores_gemma":[0.00008410794,0.0001601404,0.00003524606,0.0001417549,0.0000491146,0.0001250765,0.000006959993,0.0002413743,0.00003903282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008955771,"about_ca_system_score_gemma":0.00005414004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4864959,"about_ca_topic_score_gemma":0.9064438,"domain_scores_codex":[0.9988513,0.0001350093,0.0002270634,0.0004978488,0.0001110293,0.000177761],"domain_scores_gemma":[0.9994789,0.00008813434,0.00008690136,0.0001910399,0.00005372849,0.0001012888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035641,0.0004614792,0.6261172,0.0001651125,0.0004146572,0.0002379032,0.1494372,6.060645e-7,0.00001875147,0.1171369,0.08666044,0.01831411],"study_design_scores_gemma":[0.0003427677,0.00005329464,0.888024,0.00002525357,0.00001067897,0.000001651835,0.1070735,0.000001510514,0.00000187567,0.003022306,0.001297779,0.0001452893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6732695,0.001855057,0.000001249816,0.0005455455,0.0002268844,0.0002390851,0.00001941606,0.00001518164,0.3238281],"genre_scores_gemma":[0.9802237,0.0001789861,0.000008116399,0.0003220334,0.00006241773,0.00001942131,0.0001821149,0.000009009078,0.01899418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4199479,"threshold_uncertainty_score":0.6530335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05032487269112761,"score_gpt":0.4062864777366632,"score_spread":0.3559616050455355,"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."}}