{"id":"W7042344209","doi":"","title":"Overture: DJ Methodology: Resounding the Past","year":2025,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Poetry; Musical; Multiculturalism; Politics; Population; Key (lock); Identity (music)","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":[0.03378733,0.0007337746,0.0006334163,0.003944569,0.02465419,0.02049607,0.003593527,0.003685627,0.01582604],"category_scores_gemma":[0.03261883,0.0004926125,0.0004436748,0.004868635,0.04504793,0.01212985,0.008653794,0.008379197,0.00250264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03174296,"about_ca_system_score_gemma":0.03681085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1385912,"about_ca_topic_score_gemma":0.2502317,"domain_scores_codex":[0.971915,0.02051198,0.0004633406,0.001245398,0.004085406,0.001778891],"domain_scores_gemma":[0.9732415,0.01366064,0.001003982,0.002578403,0.006846929,0.0026685],"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":[0.00002728485,0.00002704898,0.0004390239,0.0003072656,0.000007914874,0.0001586802,0.07605001,0.00007442115,0.0002269746,0.6223176,0.2423944,0.05796947],"study_design_scores_gemma":[0.000004562937,0.00001090861,0.00039759,0.0006842738,0.000008204619,0.00007946221,0.04954876,0.00009169082,0.0002075419,0.03940518,0.9095405,0.00002134922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01538226,0.04200915,0.05525906,0.4164962,0.0365453,0.0005183924,0.000467439,0.0004948248,0.4328274],"genre_scores_gemma":[0.4418113,0.03951901,0.0544815,0.1142785,0.01348144,0.001264492,0.0004736426,0.001719742,0.3329703],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1385912,"threshold_uncertainty_score":0.275569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785421720422715,"score_gpt":0.2572459427763102,"score_spread":0.209391725572083,"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."}}