{"id":"W4392949832","doi":"10.7202/1110021ar","title":"Learning to Fiddle in a Community of Practice","year":2023,"lang":"en","type":"article","venue":"MUSICultures","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621812,0.00005785283,0.00008937532,0.0001208074,0.0002114371,0.00006555874,0.0001238739,0.0000182696,0.0008015376],"category_scores_gemma":[0.0004455253,0.000046576,0.00002454363,0.0001458135,0.00005522861,0.0001637882,0.00006957264,0.000192055,0.0005293159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001787489,"about_ca_system_score_gemma":0.00001647813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003046009,"about_ca_topic_score_gemma":0.0037399,"domain_scores_codex":[0.9994254,0.0001500715,0.0001257334,0.00006867058,0.0001221608,0.0001079829],"domain_scores_gemma":[0.9994617,0.0002083762,0.00005449703,0.0001208226,0.00012544,0.00002919778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008377179,0.0001008595,0.0001088599,0.00001893518,0.00001018291,0.000002984528,0.8097626,0.000224536,0.0002208484,0.05075721,0.1382817,0.0005029232],"study_design_scores_gemma":[0.0000830659,0.00004424999,0.003263924,0.00002886626,0.000004612352,3.57129e-7,0.2362458,0.000004325954,0.00008453742,0.0002912469,0.759894,0.00005501867],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7810001,0.000009154197,2.291219e-7,0.001166715,0.0004583762,0.00008724176,0.000004693693,0.00006916651,0.2172043],"genre_scores_gemma":[0.9826247,0.000002677621,0.00004941856,0.0008863384,0.0002408098,0.00001751537,0.00001831931,0.000006148324,0.01615407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6216123,"threshold_uncertainty_score":0.8776274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08200937518486248,"score_gpt":0.2926244745173124,"score_spread":0.21061509933245,"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."}}