{"id":"W2886437542","doi":"10.1177/1048371318793148","title":"Female Representation in the Traditional Music Classroom","year":2018,"lang":"en","type":"article","venue":"General Music Today","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Curriculum; Music education; Music history; Repertoire; History of music; Representation (politics); Popular music; Musicology; Context (archaeology); Politics; Sociology; Pedagogy; Classical music; Visual arts; Aesthetics; Art; Literature; History; Political science; Musical; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001993101,0.0001168457,0.0001027521,0.0001171573,0.0003651066,0.0001969881,0.0002370957,0.00003468368,0.02228552],"category_scores_gemma":[0.00002490169,0.00008457949,0.0000625352,0.0001088456,0.0003316415,0.0002761357,0.00002386917,0.0001142868,0.0008667848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004502556,"about_ca_system_score_gemma":0.00005915839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000494578,"about_ca_topic_score_gemma":0.003828306,"domain_scores_codex":[0.9989396,0.00008857801,0.000219972,0.0002507507,0.0002914913,0.0002096329],"domain_scores_gemma":[0.9994223,0.00007821348,0.00007271937,0.0002904306,0.00009961063,0.00003675714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007343191,0.00009958344,0.0001818934,0.00000314092,0.000008927566,0.000004434295,0.1282829,0.000006773785,0.00009178604,0.5578963,0.3120955,0.001321432],"study_design_scores_gemma":[0.0005199582,0.0001010063,0.01137042,0.00001773911,0.00001948228,0.000007791466,0.0169562,0.0001464229,0.0001269953,0.03458308,0.9359253,0.000225585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7212383,0.0000169256,0.00001215586,0.001374605,0.003412117,0.000172831,0.00002050654,0.00003483256,0.2737177],"genre_scores_gemma":[0.9695429,0.000001484169,0.0001472007,0.00638874,0.009373155,0.00006204997,0.00008330185,0.00001225061,0.01438891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6238298,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2000776177803649,"score_gpt":0.2747430085364764,"score_spread":0.07466539075611156,"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."}}