{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005785702,0.0003419208,0.0001894349,0.0007726339,0.008234638,0.00580347,0.0004570904,0.0008566362,0.1190664],"category_scores_gemma":[0.0008171923,0.0002941139,0.00009039867,0.00136884,0.001681126,0.003794218,0.003614527,0.001785642,0.01117151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593507,"about_ca_system_score_gemma":0.003394045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04441894,"about_ca_topic_score_gemma":0.193014,"domain_scores_codex":[0.9996459,0.0000684582,0.000007636047,0.00004510791,0.0001573861,0.0000754262],"domain_scores_gemma":[0.9996393,0.00004313851,0.00001506365,0.00002062238,0.00009168324,0.0001902996],"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":[0.00003842126,0.00006570681,0.001353943,0.0001383764,0.000004417912,0.0002457026,0.009473338,0.00003648276,0.0005092653,0.01862347,0.8448509,0.12466],"study_design_scores_gemma":[0.000001713382,0.00001138726,0.001709371,0.00005541935,0.00000140103,0.0000718738,0.004757208,0.00001283175,0.00005749938,0.000365581,0.99295,0.000005726791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01944417,0.01223205,0.0003529441,0.03202368,0.003128945,0.00005777005,0.0003807998,0.0002310333,0.9321486],"genre_scores_gemma":[0.0665579,0.007576355,0.0006982738,0.004756687,0.0004023678,0.0000263518,0.0003122514,0.0001629067,0.9195069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1190664,"threshold_uncertainty_score":0.3983167,"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."}}