{"id":"W2776768176","doi":"10.1558/pomh.35327","title":"Michael Brocken, The Twenty-First-Century Legacy of The Beatles: Liverpool and Popular Music Heritage Tourism","year":2017,"lang":"en","type":"article","venue":"Popular Music History","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Tourism; History; Popular music; Art history; Media studies; Art; Sociology; Visual arts; Archaeology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002743134,0.0003450524,0.0003901446,0.00005957096,0.003170196,0.0001587969,0.001085219,0.0001394339,0.004018744],"category_scores_gemma":[0.00009509528,0.0002212223,0.0003100062,0.00002202038,0.001572333,0.0005077385,0.0002926742,0.0004740307,0.00005375901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455967,"about_ca_system_score_gemma":0.00008020513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335723,"about_ca_topic_score_gemma":0.01678818,"domain_scores_codex":[0.9982323,0.0001444431,0.0004035922,0.0004344645,0.0004212641,0.0003639483],"domain_scores_gemma":[0.9977005,0.00002108486,0.000532718,0.001525787,0.0001070197,0.0001129275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003592389,0.0001887021,0.0003931158,0.0002334555,0.0001157931,0.00004401939,0.2261799,0.000001556766,0.0005170839,0.06856266,0.7016121,0.002115727],"study_design_scores_gemma":[0.0004144319,0.00003884758,0.001079297,0.000124169,0.0001527858,0.00001222704,0.005959929,0.00000941009,0.00001161981,0.0003101951,0.9915878,0.0002992727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8499142,0.04228239,0.000007930428,0.001166567,0.01386527,0.001217718,0.0001054095,0.0001421472,0.09129839],"genre_scores_gemma":[0.9392009,0.0001258777,0.00002482265,0.002072689,0.001682646,0.0000450068,0.00001784514,0.00005619849,0.05677401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2899757,"threshold_uncertainty_score":0.9981275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225067849377326,"score_gpt":0.1995374496594224,"score_spread":0.1672867711656492,"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."}}