{"id":"W7162077252","doi":"10.82308/52793","title":"Creativity and Chaos: an autoethnographic exploration of a music improvisation workshop","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Situated; General partnership; Autoethnography; Creativity; Curriculum; Music education; Focus (optics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01031436,0.0009223915,0.0008409815,0.001895575,0.01260068,0.006097605,0.002589128,0.002462071,0.002853876],"category_scores_gemma":[0.01938721,0.0007100026,0.0006083916,0.001415408,0.01355822,0.005052845,0.008395949,0.005198395,0.0007003126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003629104,"about_ca_system_score_gemma":0.003151078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003827486,"about_ca_topic_score_gemma":0.008567909,"domain_scores_codex":[0.9820645,0.01477428,0.0002784651,0.0008355065,0.001078344,0.0009689013],"domain_scores_gemma":[0.981917,0.01442291,0.0006489903,0.0009732953,0.0006880679,0.001349865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003752426,0.00007994091,0.001036155,0.00006739613,0.000005952576,0.0008570758,0.9890667,0.0001118422,0.000810188,0.002720486,0.001080703,0.004126093],"study_design_scores_gemma":[0.00001233797,0.00008226856,0.001342556,0.0002009802,0.000007593856,0.0007601578,0.9567863,0.0004305144,0.0007924951,0.001349267,0.03819972,0.00003576361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507359,0.0006616694,0.0164883,0.005617874,0.000279614,0.0003715443,0.0001913179,0.0001393853,0.0255144],"genre_scores_gemma":[0.9822113,0.0006514374,0.005438766,0.0008578202,0.00009061272,0.0002884738,0.0001279977,0.0001885715,0.01014504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260068,"threshold_uncertainty_score":0.0545482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157629005299376,"score_gpt":0.2912845153308371,"score_spread":0.1755216148008995,"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."}}