{"id":"W4409049202","doi":"10.1177/02557614251329445","title":"Expanding the music circle through networked improvisation in an inclusive ensemble","year":2025,"lang":"en","type":"article","venue":"International Journal of Music Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Electronic Arts (Canada); Carleton University","funders":"","keywords":"Improvisation; Visual arts; Psychology; Sociology; Communication; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002793565,0.0003238493,0.0003060992,0.0009450719,0.004448143,0.004273572,0.0009519781,0.0008646355,0.004651369],"category_scores_gemma":[0.0046615,0.000213242,0.000356714,0.000522406,0.005490977,0.005048146,0.01399439,0.001102268,0.0006128807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006503614,"about_ca_system_score_gemma":0.001154809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686877,"about_ca_topic_score_gemma":0.00218396,"domain_scores_codex":[0.9968015,0.001962104,0.00008669218,0.0003127528,0.0004793077,0.0003575743],"domain_scores_gemma":[0.9974734,0.001246257,0.0002035257,0.0003533703,0.0001275013,0.0005959028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002740688,0.000700809,0.01626374,0.000435209,0.00003445971,0.001980056,0.7034859,0.0007085203,0.01478495,0.016295,0.002067838,0.2429694],"study_design_scores_gemma":[0.00007786757,0.00126571,0.02765826,0.0005731818,0.00007885107,0.00425352,0.7482106,0.002014705,0.007337626,0.02068235,0.1877569,0.00009050291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471201,0.0003054892,0.01613974,0.001019726,0.00005534109,0.0001525931,0.00001982082,0.0001222347,0.03506485],"genre_scores_gemma":[0.9826576,0.0002247927,0.01309382,0.0001500818,0.00002407504,0.0001090214,0.00001883053,0.00002909643,0.003692698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004651369,"threshold_uncertainty_score":0.01556039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573628346585126,"score_gpt":0.3189640225739837,"score_spread":0.2732277391081324,"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."}}