{"id":"W4396915812","doi":"10.1080/09548963.2024.2352413","title":"Towards monopolistic music promotion: an analysis of North American concert tours","year":2024,"lang":"en","type":"article","venue":"Cultural Trends","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Monopolistic competition; Promotion (chess); Advertising; Business; Political science; Economics; Microeconomics; Law; Monopoly","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001163687,0.000133186,0.00028288,0.0001684601,0.0002232311,0.0001694504,0.0002139336,0.00004090736,0.001591416],"category_scores_gemma":[0.00003434481,0.00009180397,0.0001740093,0.003796019,0.0004560468,0.0003050051,0.00002888069,0.0001133483,0.000009389986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942184,"about_ca_system_score_gemma":0.0001116026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01081451,"about_ca_topic_score_gemma":0.05300134,"domain_scores_codex":[0.9988102,0.00007461819,0.0002301339,0.0002723577,0.0003445963,0.0002681247],"domain_scores_gemma":[0.9994712,0.00001884331,0.00007492918,0.0001205352,0.0001404396,0.0001740348],"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":[0.00001168831,0.00009586816,0.04711248,0.00001491915,0.0009265266,0.00002334869,0.0341281,0.0001585538,0.00002616991,0.005061248,0.06238497,0.8500561],"study_design_scores_gemma":[0.00006546197,0.0001356488,0.7414193,0.00001802795,0.000608867,0.000001005183,0.01109095,0.000780296,0.00003723108,0.00002474949,0.2455506,0.0002679206],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799888,0.0001486077,0.000009844824,0.003022406,0.0003561385,0.00006052182,0.00005952092,0.0001402045,0.01621399],"genre_scores_gemma":[0.9658118,0.00005450996,0.00007656027,0.00004349515,0.0003022774,0.00001222131,0.000194491,0.00000565151,0.03349899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8497882,"threshold_uncertainty_score":0.9993213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170703875080383,"score_gpt":0.3727094046781192,"score_spread":0.2556390171700809,"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."}}