{"id":"W3186013757","doi":"","title":"Lethbridge Lament - Exploring musical genres through experiential learning in the studio","year":2021,"lang":"en","type":"article","venue":"Journal of the Audio Engineering Society","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lament; Studio; Musical; Experiential learning; Visual arts; Psychology; Art; Literature; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003779829,0.0001067035,0.0001616955,0.00001829111,0.0002580802,0.000197577,0.0002820049,0.00002339439,0.0003075775],"category_scores_gemma":[0.0001049595,0.00006456304,0.0003200649,0.00008923985,0.00006539594,0.0003160036,0.00008927044,0.0005173829,0.000005500856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111799,"about_ca_system_score_gemma":0.00007564194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001521932,"about_ca_topic_score_gemma":0.000009663263,"domain_scores_codex":[0.9989962,0.00007812012,0.0002835009,0.00009256338,0.0003781877,0.0001714298],"domain_scores_gemma":[0.9994354,0.0001227937,0.0001404739,0.0001631519,0.0001150415,0.00002317662],"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":[0.000005172699,0.000191923,0.0002079747,0.00003596885,0.0002182588,0.00003218552,0.9115133,0.01484874,0.001000511,0.02380466,0.04786346,0.0002778784],"study_design_scores_gemma":[0.0003365343,0.00003034529,0.001445605,0.0001102756,0.00004302358,0.00003444456,0.1378249,0.0001388733,0.0006155905,0.00005207827,0.8592537,0.0001146021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893939,0.0004408741,0.0002332293,0.002483872,0.005634708,0.00006022966,0.000001057325,0.00001613067,0.001736013],"genre_scores_gemma":[0.9948245,0.0001325055,0.0004343502,0.0004977715,0.002427224,0.00001152473,4.97825e-7,0.00001486116,0.001656791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8113903,"threshold_uncertainty_score":0.3367758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08022176759348473,"score_gpt":0.2461456469739857,"score_spread":0.165923879380501,"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."}}