{"id":"W2901557478","doi":"10.22230/cjc.2018v43n4a3400","title":"Popular Music as Promotion: Music and Branding in the Digital Age","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Promotion (chess); Popular music; Digital audio; Advertising; Art; Political science; Business; Literature; Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006119421,0.00003541965,0.00006878853,0.00007035722,0.0005548413,0.0001404691,0.0002776259,0.00003131141,0.000032287],"category_scores_gemma":[0.0003237271,0.00002579125,0.00002019952,0.0001676309,0.0003846228,0.0002297702,0.000009510264,0.0001277949,0.000005067756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006340579,"about_ca_system_score_gemma":0.0002449614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291026,"about_ca_topic_score_gemma":0.3444728,"domain_scores_codex":[0.9994839,0.0001391111,0.0001213948,0.00003240839,0.0001106749,0.0001124572],"domain_scores_gemma":[0.9995716,0.00003738482,0.00008411524,0.0001182832,0.00007919528,0.0001094233],"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":[0.00001129172,0.00003005533,0.03532672,0.000005165824,0.00003251695,0.00005402881,0.8064064,3.24726e-7,0.0000142518,0.05718458,0.0184492,0.08248547],"study_design_scores_gemma":[0.0003348205,0.0001523545,0.06885081,0.0001347046,0.00001997055,0.00003918583,0.0897924,0.000001054972,0.00000448957,0.01159989,0.8289769,0.00009341213],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8163431,0.001860667,0.00001264464,0.02667086,0.000205511,0.0001722781,0.000001478277,0.00000359969,0.1547298],"genre_scores_gemma":[0.9991545,0.00009535126,0.00005317481,0.0003232474,0.0001983342,0.000001217701,0.000001533425,0.000002247946,0.0001703911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8105277,"threshold_uncertainty_score":0.6674889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06074145884048421,"score_gpt":0.3039753581622788,"score_spread":0.2432338993217946,"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."}}