{"id":"W3185384450","doi":"10.1177/19484992211020746","title":"Hidden Ground: Exploring an Approach to Educational Music for Strings","year":2021,"lang":"en","type":"article","venue":"String Research Journal","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fluency; Rhythm; Focus (optics); String (physics); Music education; Musical composition; Variation (astronomy); Psychology; Composition (language); Musical; Mathematics education; Computer science; Visual arts; Pedagogy; Aesthetics; Mathematics; Art; Literature","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":[0.002668808,0.0007146768,0.0004137127,0.003095334,0.01169374,0.01350908,0.002657588,0.002048168,0.01165578],"category_scores_gemma":[0.00648676,0.0004027049,0.0007242544,0.002065203,0.01968414,0.008403026,0.01045768,0.002986048,0.0008500775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01351688,"about_ca_system_score_gemma":0.01735983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0829854,"about_ca_topic_score_gemma":0.2199709,"domain_scores_codex":[0.9956222,0.001632499,0.0001056295,0.0004598762,0.001320456,0.0008594118],"domain_scores_gemma":[0.9982964,0.0007411848,0.0001415805,0.0001877397,0.0002044639,0.0004286077],"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":[0.0001422553,0.0001540698,0.007014841,0.0002363246,0.0000204954,0.001273598,0.5156315,0.0005465219,0.005752737,0.3667527,0.002563617,0.09991133],"study_design_scores_gemma":[0.00006734054,0.000265524,0.01031699,0.0005636953,0.00006374621,0.0008897886,0.6329831,0.004320908,0.002867929,0.1537873,0.1938007,0.00007293445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.490271,0.001214677,0.1022475,0.01174159,0.0003949694,0.0002565538,0.00009929052,0.0004045071,0.3933699],"genre_scores_gemma":[0.9551427,0.0004373522,0.02003649,0.0005423645,0.00003715778,0.00006491764,0.00005543018,0.00007624099,0.02360735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0829854,"threshold_uncertainty_score":0.1650047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5054234506517029,"score_gpt":0.3905631987965596,"score_spread":0.1148602518551433,"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."}}