{"id":"W3111924572","doi":"10.15353/cjds.v8i3.510","title":"Inclusion and accessibility in STEM education: Navigating the duty to accommodate and disability rights","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Duty; Inclusion (mineral); Reasonable accommodation; Face (sociological concept); Legislation; Human rights; Political science; Accommodation; Duty to protect; Law; Engineering ethics; Sociology; Psychology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003744724,0.0001364221,0.0003289904,0.0000309157,0.00122157,0.0001409025,0.0003506149,0.00005617551,0.00008110972],"category_scores_gemma":[0.001092431,0.00009467976,0.00005625187,0.0002908676,0.001893394,0.0004353266,0.0002319793,0.0002978478,0.000003900845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405289,"about_ca_system_score_gemma":0.000996043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0593943,"about_ca_topic_score_gemma":0.686212,"domain_scores_codex":[0.9979575,0.0005901859,0.0005574688,0.0002913676,0.000291821,0.0003116362],"domain_scores_gemma":[0.9979922,0.0007004541,0.0001544328,0.000336708,0.0002688834,0.0005473436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001163694,0.00009762731,0.8779238,0.00004887972,0.00001376974,1.943977e-7,0.0961632,0.000002681323,0.000001556543,0.001574186,0.0001764318,0.02398596],"study_design_scores_gemma":[0.0001519368,0.0000480869,0.8387941,0.0001508607,0.0000134764,0.00000168743,0.1330495,0.000002095674,0.000006844432,0.01879597,0.008868222,0.0001172407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235601,0.001055376,3.891375e-7,0.0732906,0.0007004702,0.0005929897,0.000007312361,0.000005032022,0.0007877122],"genre_scores_gemma":[0.9991434,0.00003931674,0.00006288481,0.0005213688,0.0001349623,0.00001612856,5.878381e-7,0.000004475921,0.00007685044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6268177,"threshold_uncertainty_score":0.9468693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372739477586562,"score_gpt":0.3863287597128056,"score_spread":0.3426013649369399,"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."}}