{"id":"W7130448052","doi":"10.7202/1123391ar","title":"Editing for Access","year":2025,"lang":"en","type":"article","venue":"Performance Matters","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Work (physics); Data access; Universal design; Physical access; Information access; Sustainability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0193525,0.001043273,0.0007420615,0.004434953,0.006407642,0.01151847,0.002960303,0.003139611,0.3514718],"category_scores_gemma":[0.1381046,0.000581796,0.00093194,0.002368068,0.003634557,0.00918246,0.01069654,0.005876805,0.1777196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003017374,"about_ca_system_score_gemma":0.01033218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731532,"about_ca_topic_score_gemma":0.004128357,"domain_scores_codex":[0.971464,0.009099743,0.002712873,0.002349297,0.0123969,0.001977244],"domain_scores_gemma":[0.8784681,0.03383321,0.003810765,0.02536141,0.0510745,0.007452056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002814198,0.00001843715,0.0001382568,0.0003258213,0.000006335639,0.0002704181,0.004026479,0.0000486769,0.0007810052,0.03044471,0.8984144,0.06549727],"study_design_scores_gemma":[0.000001590568,0.000004277666,0.00004550987,0.00008575581,0.000001560226,0.00009513601,0.0004955948,0.000021653,0.000128214,0.001414123,0.997699,0.000007565589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002797831,0.001290709,0.0381746,0.04115168,0.08297613,0.00205535,0.00451545,0.007250829,0.8197874],"genre_scores_gemma":[0.03008602,0.001602596,0.027804,0.01268263,0.0166615,0.001300883,0.003701002,0.01377388,0.8923876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3514718,"threshold_uncertainty_score":0.9250468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063275704009734,"score_gpt":0.274542477726117,"score_spread":0.1682149073251436,"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."}}