{"id":"W4416321416","doi":"10.5406/21567417.69.3.10","title":"A Survey of Traditional Music from the North American Traditions Collection","year":2025,"lang":"en","type":"article","venue":"Ethnomusicology","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ballad; Repertoire; Traditional music; Style (visual arts); Popular music; Feature (linguistics); Performance art; Cape","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001488719,0.0002641489,0.000318997,0.01030922,0.002555892,0.001604012,0.0008441138,0.000331736,0.01547827],"category_scores_gemma":[0.002698928,0.0003129862,0.0001616908,0.01450559,0.0007672811,0.001526562,0.001750133,0.0006333065,0.003211388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384055,"about_ca_system_score_gemma":0.002250179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07068746,"about_ca_topic_score_gemma":0.2521344,"domain_scores_codex":[0.9979199,0.000303772,0.0001689603,0.0002187885,0.001201524,0.0001871057],"domain_scores_gemma":[0.9959239,0.0007595988,0.0005781327,0.0003213146,0.001935503,0.0004814655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002067155,0.0001741242,0.1707802,0.003238027,0.00009334997,0.0006242615,0.07111502,0.00007569883,0.006718881,0.003597034,0.2014593,0.5419175],"study_design_scores_gemma":[0.000005994024,0.00004872989,0.7350441,0.0004835784,0.00001199148,0.0003333769,0.02459504,0.00004045687,0.0002342307,0.000166703,0.2390178,0.00001807804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7116607,0.04610286,0.001523675,0.004998327,0.0005161909,0.0004806363,0.03475535,0.0001297208,0.1998324],"genre_scores_gemma":[0.666842,0.09441905,0.007892932,0.004728985,0.001800111,0.002012355,0.08550724,0.0002924395,0.1365049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9293125,"threshold_uncertainty_score":0.140552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354380858517992,"score_gpt":0.2423585571999618,"score_spread":0.1069204713481626,"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."}}