{"id":"W4412844599","doi":"10.25071/28169344.140","title":"An Analysis and Comparison of Capitalist Realism - and its Potential Alternative, Afrofuturism, Through an Exploration of Music and Art","year":2025,"lang":"en","type":"article","venue":"YU-WRITE Journal of Graduate Student Research in Education","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Realism; Art; Aesthetics; Literature","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":[0.002652359,0.0006503267,0.0003371426,0.003592191,0.005541328,0.01048631,0.0007033522,0.001987221,0.003826134],"category_scores_gemma":[0.003779998,0.0001889086,0.0003937011,0.00257361,0.01681429,0.008400564,0.004429034,0.00274906,0.0004906048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005809256,"about_ca_system_score_gemma":0.001928851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635028,"about_ca_topic_score_gemma":0.006757201,"domain_scores_codex":[0.9974301,0.001570977,0.00004508602,0.0001504365,0.0005563223,0.0002470349],"domain_scores_gemma":[0.9975781,0.001851692,0.0001943056,0.0001198557,0.0001468977,0.0001092489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002675232,0.0000273963,0.0006421366,0.00009171523,0.000004505388,0.0002207261,0.07711047,0.00007481889,0.0002893224,0.9057156,0.002640109,0.01315655],"study_design_scores_gemma":[0.0000217818,0.0001217354,0.009918043,0.001480522,0.0000327191,0.001364791,0.2765477,0.001914225,0.00143862,0.3263262,0.3807832,0.00005057755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1564854,0.01433687,0.01524185,0.01184976,0.0005256149,0.0001287964,0.00007578338,0.0000431299,0.8013127],"genre_scores_gemma":[0.9568146,0.006713674,0.005153993,0.001538386,0.0003009006,0.0001260146,0.00006433993,0.0001090348,0.02917909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048631,"threshold_uncertainty_score":0.04214936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2611553213607768,"score_gpt":0.4712277774041319,"score_spread":0.2100724560433551,"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."}}