{"id":"W4389351117","doi":"10.33965/es_ml2023_202302l030","title":"\"USING A MOBILE APP TO CREATE RELEVANT AND PARTICIPATORY MUSIC LEARNING SPACES\"","year":2023,"lang":"en","type":"article","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tyndale University","funders":"","keywords":"Mobile apps; Context (archaeology); Computer science; Citizen journalism; Piano; Multimedia; Human–computer interaction; World Wide Web; Art; Geography","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":[0.001968702,0.0006477353,0.0001463048,0.0007115375,0.003409391,0.002936617,0.001193677,0.001616094,0.003306581],"category_scores_gemma":[0.004005361,0.000234555,0.0003550104,0.0002988914,0.00217371,0.002495061,0.003933133,0.001021169,0.001054098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003867786,"about_ca_system_score_gemma":0.0009285348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025165,"about_ca_topic_score_gemma":0.004517144,"domain_scores_codex":[0.9979491,0.001293026,0.00004599449,0.0001926119,0.0002717144,0.0002475576],"domain_scores_gemma":[0.9984009,0.0009232297,0.0001126974,0.0001515585,0.0001362816,0.0002753703],"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":[0.0003672854,0.001570494,0.01785465,0.001086249,0.00004251692,0.009177588,0.5202729,0.0005749805,0.0311279,0.02703249,0.02201259,0.3688804],"study_design_scores_gemma":[0.0001604628,0.002869556,0.01640971,0.0008646136,0.0001409218,0.01628746,0.3984245,0.004703489,0.03062444,0.008349506,0.5209636,0.0002016282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227609,0.000488458,0.06517753,0.00416868,0.0003723036,0.001527102,0.0001524471,0.0008733424,0.1044793],"genre_scores_gemma":[0.888127,0.0005454247,0.07558317,0.001064925,0.0000655646,0.0007922751,0.00009356205,0.00009802797,0.03363012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003409391,"threshold_uncertainty_score":0.01106155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2008609916429255,"score_gpt":0.3098097906074445,"score_spread":0.108948798964519,"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."}}