{"id":"W4402896658","doi":"10.1515/9783839470527-012","title":"Producing Hip-Hop Culture and Identity","year":2024,"lang":"en","type":"book-chapter","venue":"transcript Verlag eBooks","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Sociology; Art; Aesthetics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001181614,0.0004883608,0.0004332228,0.00009873969,0.0005033705,0.0003965801,0.0002139492,0.0003095216,0.009043866],"category_scores_gemma":[0.000002255685,0.0004007655,0.0002649798,0.000004288016,0.0004581243,0.0001991679,0.00002942357,0.0008437535,0.0004890391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005975055,"about_ca_system_score_gemma":0.00004683994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005762439,"about_ca_topic_score_gemma":0.004724471,"domain_scores_codex":[0.9984582,0.00001129952,0.0003195362,0.0006419448,0.0003197471,0.0002492628],"domain_scores_gemma":[0.9993661,0.000006738121,0.00007962087,0.0003440688,0.0000891767,0.0001143003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001480862,0.000005430235,4.021542e-8,0.0006111041,0.0001228443,0.0000603557,0.1567808,4.21606e-8,0.0003141912,0.7655667,0.07533935,0.001184359],"study_design_scores_gemma":[0.0001618013,0.00006091994,3.026323e-7,0.0005326737,0.0003841449,0.00001620559,0.0008763456,5.936573e-7,0.00002781718,0.07255347,0.9249193,0.0004663946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001272248,0.00793238,0.000003539746,0.00005682767,0.002618505,0.0003851412,0.0002177468,0.0002776555,0.988381],"genre_scores_gemma":[0.004995688,0.00005114589,0.00001214149,0.0005307798,0.00217544,0.00001906104,0.00005212728,0.00009847413,0.9920651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.84958,"threshold_uncertainty_score":0.9998444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395454551934736,"score_gpt":0.216043219295844,"score_spread":0.1820886737764966,"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."}}