{"id":"W4413939231","doi":"10.24908/iqurcp19901","title":"Environmental Scan of Neurodiversity Affirming Approaches in Higher Education","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.03095217,0.0003286106,0.0006703202,0.02545501,0.002643359,0.007400362,0.001041369,0.001650977,0.009547231],"category_scores_gemma":[0.07567043,0.000347175,0.0006249767,0.03409102,0.003661666,0.007162998,0.006896751,0.001163004,0.0007251647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004589368,"about_ca_system_score_gemma":0.01366204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726751,"about_ca_topic_score_gemma":0.01245054,"domain_scores_codex":[0.974289,0.01457043,0.004070873,0.001125691,0.005127633,0.0008163084],"domain_scores_gemma":[0.8347993,0.136566,0.01100788,0.003581523,0.01289032,0.00115498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003301681,0.0001120525,0.02142989,0.08810819,0.0003696676,0.002443638,0.1078837,0.0004851466,0.00210667,0.07104025,0.03562196,0.6700686],"study_design_scores_gemma":[0.00003760304,0.000192117,0.02678112,0.1484832,0.0004900745,0.001658536,0.1385724,0.000183167,0.001766886,0.01729245,0.664467,0.00007542929],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2208918,0.4055962,0.01411118,0.1083594,0.002099128,0.001891378,0.01159465,0.0002826678,0.2351735],"genre_scores_gemma":[0.7183843,0.2158339,0.02999678,0.01963478,0.0007668174,0.002428596,0.003662292,0.0001793416,0.009113183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03095217,"threshold_uncertainty_score":0.1636927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2359491195467444,"score_gpt":0.3662369809904952,"score_spread":0.1302878614437507,"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."}}