{"id":"W4413199158","doi":"10.3102/ip.25.2210960","title":"Aesthetic Aspects of Hip-Hop Culture (Poster 6)","year":2025,"lang":"en","type":"article","venue":"","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Computer science; Hop (telecommunications); Computer network","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000378754,0.0003149504,0.0001179475,0.0006953219,0.002946595,0.004096755,0.0002871929,0.0007089812,0.04896223],"category_scores_gemma":[0.0007960002,0.00009840586,0.000201658,0.0005375681,0.002510838,0.0005956639,0.002120988,0.001416766,0.001981959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007073854,"about_ca_system_score_gemma":0.0005250801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304831,"about_ca_topic_score_gemma":0.004330003,"domain_scores_codex":[0.9997484,0.00006364108,0.000004348373,0.0000139445,0.00009716069,0.00007260121],"domain_scores_gemma":[0.9998422,0.00004036184,0.00001120696,0.00001063125,0.00003332122,0.00006221703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007564573,0.0004018898,0.006626046,0.001157217,0.00004568134,0.005118058,0.08263183,0.0007238474,0.01914899,0.2317346,0.2582303,0.3934251],"study_design_scores_gemma":[0.0000643005,0.0003361535,0.03796787,0.0009023979,0.00003798867,0.01159124,0.1483053,0.0003533528,0.004738253,0.03262275,0.7630162,0.0000643742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1197138,0.004928655,0.001548592,0.01291186,0.004965228,0.00005396746,0.0001080842,0.00008081998,0.8556889],"genre_scores_gemma":[0.7356634,0.002904059,0.001462657,0.001500705,0.002184504,0.00004394916,0.00006402283,0.0001351041,0.2560418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04896223,"threshold_uncertainty_score":0.163795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568981015337927,"score_gpt":0.2073142705033349,"score_spread":0.1916244603499556,"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."}}