{"id":"W7161949604","doi":"10.82308/20305","title":"A musical journey towards becoming an educator","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Face (sociological concept); Ethnography; Silence; Music education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005104434,0.0004241865,0.000347168,0.0008665753,0.02295426,0.01280855,0.001448744,0.002693912,0.02523668],"category_scores_gemma":[0.004557286,0.0002950842,0.0002257071,0.0006169254,0.009941393,0.005083321,0.007709398,0.005919809,0.00659838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007957673,"about_ca_system_score_gemma":0.02372622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06972405,"about_ca_topic_score_gemma":0.2514973,"domain_scores_codex":[0.9958833,0.001999678,0.00006769516,0.0002675966,0.0008221743,0.0009595997],"domain_scores_gemma":[0.9937265,0.0006441681,0.0001701693,0.0001753082,0.0009430649,0.004340803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006389189,0.0002480083,0.003153464,0.0002610808,0.00000919172,0.001133853,0.6082346,0.00008907175,0.001770159,0.1190679,0.1404477,0.125521],"study_design_scores_gemma":[0.000005139585,0.0000473556,0.001837314,0.0002497716,0.000002509204,0.0002699807,0.1832679,0.00003714928,0.0002123191,0.002026963,0.8120297,0.00001409788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1250924,0.01316692,0.005074519,0.1554794,0.003409497,0.0001852656,0.0001131457,0.0002684661,0.6972104],"genre_scores_gemma":[0.3119156,0.009829685,0.004588089,0.01438293,0.0005813688,0.0001711203,0.0001125471,0.0002220938,0.6581967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06972405,"threshold_uncertainty_score":0.1386364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08642948002092518,"score_gpt":0.3145217475980454,"score_spread":0.2280922675771202,"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."}}