{"id":"W3081146555","doi":"10.21083/csieci.v13i1.5794","title":"Potential in Play","year":2020,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Improvisation; Liberal arts education; The arts; Context (archaeology); Value (mathematics); Relevance (law); Sociology; Performing arts; Liberal education; Adaptability; Epistemology; Political science; Higher education; Visual arts; Art; Management; Philosophy; Computer science; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001843365,0.000886932,0.0004826316,0.001200623,0.008937025,0.01454276,0.001657591,0.002737092,0.0961238],"category_scores_gemma":[0.003940302,0.000291534,0.0005610409,0.0006500345,0.0140065,0.008412214,0.01389914,0.00276379,0.01534039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003670245,"about_ca_system_score_gemma":0.003870761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327242,"about_ca_topic_score_gemma":0.005520606,"domain_scores_codex":[0.997366,0.001023892,0.00007134707,0.0004343973,0.0005894589,0.0005148824],"domain_scores_gemma":[0.9987409,0.0003550152,0.00007052717,0.0001504495,0.0001663686,0.0005168688],"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":[0.00003956647,0.00003453354,0.0004696921,0.0000949057,0.000005860472,0.0002924838,0.01325035,0.0001342254,0.0003244328,0.9414858,0.01664769,0.02722046],"study_design_scores_gemma":[0.00001531446,0.00003800777,0.0003639156,0.0004180753,0.00000763295,0.0004281585,0.01695652,0.0002579994,0.0002163862,0.2101289,0.7711567,0.00001245868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005417655,0.001368752,0.006756519,0.006490419,0.0003292034,0.00004520224,0.00005692929,0.00008076104,0.9794546],"genre_scores_gemma":[0.5902717,0.002996126,0.006179545,0.002897509,0.0003550874,0.0002802159,0.0001819925,0.0002319607,0.3966059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0961238,"threshold_uncertainty_score":0.3215662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305900441701003,"score_gpt":0.3565185970635928,"score_spread":0.2259285528934925,"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."}}