{"id":"W3024947208","doi":"10.1525/jpms.2018.200015","title":"Promoting Social Change Through Audio Repetition1","year":2018,"lang":"en","type":"article","venue":"Journal of Popular Music Studies","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Dominance (genetics); Repetition (rhetorical device); Popular music; White (mutation); Visual arts; Quarter (Canadian coin); Period (music); Social change; History; Aesthetics; Art; Sociology; Media studies; Political science; Linguistics; Law","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":[0.003198315,0.0003903048,0.0001639792,0.001854817,0.002946504,0.002595792,0.00135991,0.0009724096,0.01193791],"category_scores_gemma":[0.008281058,0.000185843,0.0002946266,0.0008964548,0.003307595,0.002204899,0.005702205,0.0009359688,0.001696398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009252139,"about_ca_system_score_gemma":0.001584641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725291,"about_ca_topic_score_gemma":0.007139554,"domain_scores_codex":[0.9971909,0.001481306,0.00007082209,0.0002212503,0.0007126441,0.0003230799],"domain_scores_gemma":[0.9938971,0.003953378,0.0007226435,0.000561746,0.000345164,0.0005200278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002913022,0.001217674,0.008234503,0.0009254403,0.00004034734,0.0009260764,0.09169872,0.0003798229,0.01610691,0.03050421,0.01825109,0.8314239],"study_design_scores_gemma":[0.0003332415,0.002507115,0.08382179,0.001518876,0.000129822,0.002078169,0.1048996,0.001453742,0.01314654,0.04665336,0.7432789,0.0001789394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5066131,0.005902089,0.02661485,0.02311269,0.0009384492,0.000782794,0.0002413174,0.001494747,0.4342999],"genre_scores_gemma":[0.9455298,0.002328533,0.02308689,0.001775458,0.0008399772,0.0005214609,0.00008997526,0.0001324241,0.02569548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193791,"threshold_uncertainty_score":0.0399363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2465908003051417,"score_gpt":0.3215411864173083,"score_spread":0.07495038611216667,"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."}}