{"id":"W7014868582","doi":"","title":"Punk As Product: Selling Punk Histories","year":2025,"lang":"en","type":"other","venue":"University of the Arts London Research Online (University of the Arts London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Punk; Headline; Casual; Paraphernalia; Circumstantial evidence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002031341,0.0007810179,0.001344855,0.002200806,0.002183671,0.00005316699,0.008058849,0.0005736057,0.004633995],"category_scores_gemma":[0.0008182545,0.0007529019,0.001189366,0.002946218,0.005372207,0.0005221211,0.005953795,0.002430914,0.0009216657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339538,"about_ca_system_score_gemma":0.002186489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02639608,"about_ca_topic_score_gemma":0.03691393,"domain_scores_codex":[0.9921423,0.001539728,0.0003966937,0.001500605,0.00305965,0.001361064],"domain_scores_gemma":[0.9917759,0.0005135624,0.001338788,0.004374581,0.00160183,0.0003953184],"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":[0.001176245,0.001114553,0.00102397,0.0007436708,0.0009865999,0.0001630779,0.003306831,0.0003126597,0.001958883,0.00749442,0.9799204,0.001798657],"study_design_scores_gemma":[0.002124627,0.0001464244,0.001074369,0.001579128,0.0005332608,0.00001668816,0.005699804,0.0002032124,0.0007929721,0.001004629,0.9861706,0.0006542481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05716394,0.004897933,0.0003233976,0.05629301,0.003111403,0.007543372,0.005728195,0.001136098,0.8638027],"genre_scores_gemma":[0.01610592,0.001215719,0.002009897,0.0000731398,0.0002320142,2.105224e-7,0.0001317363,0.000345433,0.9798859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1160833,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473376012381602,"score_gpt":0.2745447564595599,"score_spread":0.2398109963357439,"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."}}