{"id":"W7132930021","doi":"","title":"How Unpopular Musicians Live: Complex Leisure Careers in Toronto's Indie Scene","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian University Music Society","funders":"","keywords":"Indie film; Casual; Scholarship; Popular music; Ethnography; Amateur; Musical; Narrative; Participant observation; Music industry","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":[0.0007004991,0.0003143636,0.0003356036,0.001094905,0.02184008,0.005065924,0.00114327,0.0009816521,0.005044048],"category_scores_gemma":[0.001575344,0.0003569165,0.0002481622,0.002018123,0.01045057,0.001587617,0.004593355,0.001636844,0.0003011183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02917807,"about_ca_system_score_gemma":0.01372872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7986217,"about_ca_topic_score_gemma":0.9613066,"domain_scores_codex":[0.9988589,0.0003643436,0.00002112728,0.00008103025,0.000143297,0.0005314233],"domain_scores_gemma":[0.9986225,0.0002568695,0.0001455246,0.00004563993,0.00007902269,0.0008504958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002952426,0.00001123773,0.00901908,0.00003890107,0.000004554395,0.001585449,0.9811716,0.00004129033,0.0004148861,0.002559555,0.001783563,0.003340468],"study_design_scores_gemma":[0.000001858817,0.00001188843,0.0181685,0.00004562176,0.000004921593,0.000232315,0.963828,0.00004183653,0.00007874016,0.0001459388,0.01743091,0.000009447491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814424,0.0006317952,0.0001856717,0.002041324,0.00003046786,0.00002032394,0.000143681,0.00000959248,0.01549486],"genre_scores_gemma":[0.994405,0.0004336981,0.0001217034,0.0001453156,0.000009089019,0.00001058443,0.0000569354,0.000008813731,0.004808751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2013783,"threshold_uncertainty_score":0.4051285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179577419703227,"score_gpt":0.3573693280700167,"score_spread":0.239411586099694,"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."}}