{"id":"W7084616905","doi":"10.64628/aam.m7urkw494","title":"Many autistic students are denied a full education — here’s what we need for inclusive schools","year":2025,"lang":"en","type":"article","venue":"","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of British Columbia","funders":"","keywords":"Inclusion (mineral); Autism; Special education; Qualitative research; Action (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002514743,0.0006627379,0.001247755,0.0009289255,0.009649502,0.006152636,0.0020071,0.00580563,0.0282774],"category_scores_gemma":[0.01077227,0.0003120016,0.0009233117,0.0006672124,0.00768156,0.006118871,0.01252941,0.008774048,0.008620718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694209,"about_ca_system_score_gemma":0.01149359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01810353,"about_ca_topic_score_gemma":0.03072844,"domain_scores_codex":[0.9963331,0.0003969919,0.0001859018,0.0003275457,0.001439573,0.001316952],"domain_scores_gemma":[0.9791248,0.001973053,0.001449328,0.0007824937,0.003517381,0.01315295],"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":[0.0002546551,0.0009599535,0.1062486,0.0005422542,0.0001044224,0.004625039,0.00790225,0.0002027778,0.002963981,0.01748893,0.4581836,0.4005235],"study_design_scores_gemma":[0.0001713433,0.0006108041,0.1423281,0.003447811,0.0001475334,0.0105992,0.07960395,0.0002497401,0.001606206,0.06867857,0.6921648,0.0003920475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1137068,0.008678722,0.002026919,0.8104393,0.01001436,0.00005984758,0.0004504712,0.0009787353,0.05364481],"genre_scores_gemma":[0.531594,0.01199782,0.007853894,0.3594912,0.00369478,0.0002524454,0.0007977084,0.0004913843,0.08382677],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0282774,"threshold_uncertainty_score":0.09459734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006105811909026545,"score_gpt":0.2891206690819549,"score_spread":0.2830148571729284,"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."}}