{"id":"W2257702695","doi":"","title":"Aesthetic Systems Theory: Doing Hip Hop Kulture Research Together at Cipher5","year":2014,"lang":"en","type":"article","venue":"MUSICultures","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Sociology; Dialogical self; Mediation; Aesthetics; Argument (complex analysis); Critical theory; Ethnomusicology; Epistemology; Pedagogy; Visual arts; Art; Social science; Philosophy; Musical","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01523893,0.0004396671,0.000426345,0.003682868,0.009010985,0.01166146,0.001276403,0.001482171,0.01287082],"category_scores_gemma":[0.01187609,0.0004377448,0.0004344365,0.00315878,0.02077395,0.007877049,0.01064507,0.003371084,0.001212762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01175971,"about_ca_system_score_gemma":0.008528555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764913,"about_ca_topic_score_gemma":0.009306925,"domain_scores_codex":[0.9895428,0.008349521,0.0001397799,0.0004262248,0.0009135323,0.0006281583],"domain_scores_gemma":[0.9902243,0.006935637,0.000371658,0.001003603,0.000742061,0.0007228372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003171607,0.00005709345,0.001639963,0.0001475988,0.00001455803,0.0002402372,0.1576868,0.0005075089,0.0004062215,0.785686,0.005673211,0.04790903],"study_design_scores_gemma":[0.00003020189,0.00008212747,0.00308137,0.0007831246,0.00002081897,0.0002389262,0.209355,0.001934717,0.001329505,0.5349043,0.24821,0.00002988335],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2868434,0.004475236,0.1119803,0.03986083,0.0006925979,0.0005347355,0.0002296684,0.0003064452,0.5550767],"genre_scores_gemma":[0.9192904,0.001266345,0.03455388,0.001346721,0.00006855054,0.0003991335,0.0001005992,0.0001831883,0.04279129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01523893,"threshold_uncertainty_score":0.0853231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07675189522742193,"score_gpt":0.2837351978439309,"score_spread":0.2069833026165089,"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."}}