{"id":"W7130316067","doi":"10.7202/1123399ar","title":"Cognitive Accessibility, Ethics, and Rights in Research","year":2025,"lang":"en","type":"article","venue":"Performance Matters","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Learning disability; Autism; The arts; Set (abstract data type); Order (exchange); Self-advocacy; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001305738,0.00007299533,0.0001106842,0.0002517055,0.0006946349,0.0001524282,0.0001219028,0.00003770995,0.0008996559],"category_scores_gemma":[0.0001038294,0.00005727977,0.0000125157,0.00009152717,0.001073212,0.0002238285,0.0001467476,0.0007040371,0.00008216755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005182816,"about_ca_system_score_gemma":0.00006871285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164385,"about_ca_topic_score_gemma":0.002136833,"domain_scores_codex":[0.9988793,0.0002085175,0.0001419843,0.0002077024,0.0002381026,0.0003244684],"domain_scores_gemma":[0.9989746,0.0007086719,0.00001445854,0.00009632851,0.0001659895,0.00003991904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002990622,0.0001841095,0.2358428,0.00082264,0.00005114884,0.00001535092,0.0710483,0.000001610027,0.00002583976,0.657334,0.01518703,0.0191881],"study_design_scores_gemma":[0.00200445,0.000290165,0.6691985,0.001937468,0.00002351745,0.000002258105,0.0652073,0.002647842,0.001206184,0.0342044,0.2227761,0.0005017988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6949403,0.00008001803,0.00002517344,0.003500753,0.00003998168,0.0001633502,0.000006007916,0.00001384297,0.3012306],"genre_scores_gemma":[0.987972,0.00005399145,0.000007726358,0.0007227797,0.00005424894,0.00004215456,0.000003869074,0.000003513308,0.01113978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6231295,"threshold_uncertainty_score":0.9850601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223016700050145,"score_gpt":0.4572181328939569,"score_spread":0.2342014328438119,"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."}}