{"id":"W3110840642","doi":"10.5206/eei.v30i3.13427","title":"Students with Disabilities Transitioning from High School to University in Canada: Identifying Changing Accommodations","year":2020,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Medical education; Accommodation; Inclusion (mineral); Learning disability; Higher education; Mathematics education; Medicine; Developmental psychology; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003111536,0.0001000274,0.0001145119,0.0001295129,0.000338668,0.0001522384,0.0004421766,0.00003001208,0.006368136],"category_scores_gemma":[0.0003613018,0.0001221292,0.00003166717,0.0005114904,0.00007671277,0.0005331518,0.00005423666,0.0001229133,0.0001041694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269102,"about_ca_system_score_gemma":0.004074958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8357594,"about_ca_topic_score_gemma":0.8845379,"domain_scores_codex":[0.998233,0.0001734173,0.0002358986,0.0003256424,0.0008317264,0.0002003484],"domain_scores_gemma":[0.999093,0.0001665557,0.00006818415,0.0001173115,0.0002468973,0.0003080303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005188857,0.0002470052,0.9403673,0.00000594964,0.00003198241,3.626695e-7,0.03654106,0.0007951689,0.00001501732,0.01736002,0.003477421,0.001106824],"study_design_scores_gemma":[0.0002291405,0.000007547502,0.776917,0.00004759636,0.000008018503,1.540994e-7,0.204909,0.00002523041,0.000009067612,0.0008557163,0.01684523,0.0001462634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970479,0.000003488458,0.001939591,0.09772646,0.0008446971,0.0002887974,0.0001197226,0.00003589736,0.001993415],"genre_scores_gemma":[0.993746,0.000006749588,0.0009502062,0.002939794,0.0009222065,0.00004066011,0.0004120845,0.000007683717,0.0009745902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168368,"threshold_uncertainty_score":0.9945402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804321957755815,"score_gpt":0.3378908807015938,"score_spread":0.2898476611240356,"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."}}