{"id":"W1993789570","doi":"10.1080/14613808.2015.1014329","title":"Hoarse with no name: chronic voice problems, policy and music teacher marginalisation","year":2015,"lang":"en","type":"article","venue":"Music Education Research","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Agency (philosophy); Autonomy; Music education; Enforcement; Subject (documents); Politics; Health care; Public relations; S Voice; Sociology; Psychology; Pedagogy; Political science; Law; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.00516529,0.000185037,0.0005712667,0.001806882,0.01133876,0.007120273,0.001001567,0.00340334,0.006092074],"category_scores_gemma":[0.02110752,0.0003006806,0.0002617118,0.001448526,0.0206076,0.00746727,0.01007159,0.00357883,0.0004351377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004919456,"about_ca_system_score_gemma":0.0095679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610368,"about_ca_topic_score_gemma":0.02072967,"domain_scores_codex":[0.993001,0.003252783,0.0003949381,0.0004199659,0.0007135948,0.002217851],"domain_scores_gemma":[0.9897403,0.003724139,0.002799713,0.0003631611,0.0006975559,0.002675199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001699152,0.0002695062,0.1278282,0.0005465031,0.00002758986,0.005010585,0.7251652,0.0001448456,0.001002301,0.07259522,0.007028602,0.06021151],"study_design_scores_gemma":[0.00001384484,0.00007096738,0.03170989,0.000588984,0.000008563546,0.002923467,0.9291642,0.0001206633,0.0001365725,0.01229204,0.02294527,0.00002564451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549569,0.006780263,0.0004857667,0.1135302,0.0002541805,0.00002416597,0.00004939699,0.00001357527,0.02390543],"genre_scores_gemma":[0.9954911,0.001595991,0.00007024127,0.001601429,0.00007802967,0.00001618419,0.00001044496,0.000006636305,0.001129818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01610368,"threshold_uncertainty_score":0.03569329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195397835375554,"score_gpt":0.4007035754251163,"score_spread":0.2811637918875609,"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."}}