{"id":"W2891150137","doi":"10.5539/hes.v8n4p35","title":"Should Lecturers be willing to Teach High-functioning Autistic Students: What do They Need to Know?","year":2018,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Autism; Medical education; Higher education; Path analysis (statistics); Population; Teaching method; Pedagogy; Mathematics education; Developmental psychology; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003519274,0.0002973177,0.0003102801,0.0004396512,0.000990596,0.0006216161,0.0006019502,0.00006932772,0.0003938391],"category_scores_gemma":[0.0004510903,0.0002647339,0.00005313111,0.00111442,0.0001909151,0.0004882034,0.0004674413,0.0002765875,0.001084268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004252276,"about_ca_system_score_gemma":0.0001601122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357564,"about_ca_topic_score_gemma":0.00008436796,"domain_scores_codex":[0.9969709,0.0002017599,0.0003315107,0.0008943803,0.0009643441,0.0006370941],"domain_scores_gemma":[0.9986433,0.0003209898,0.00009006378,0.000558306,0.0001825883,0.0002047263],"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":[0.0005076937,0.002557658,0.03610099,0.00020311,0.0004468422,0.00001692605,0.09882884,0.0008106985,0.08961894,0.2124209,0.5420125,0.01647491],"study_design_scores_gemma":[0.001053198,0.001285056,0.1119471,0.0007536791,0.0001503575,0.000017683,0.03282389,0.00001041655,0.02769454,0.01954947,0.8031865,0.001528119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8513145,0.002735635,0.0005795422,0.1330439,0.009235678,0.001071615,0.000005720074,0.0003087713,0.001704614],"genre_scores_gemma":[0.9734495,0.0003290633,0.0006137472,0.01103546,0.0006889544,0.0003982956,0.000002587541,0.00005474136,0.01342768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261174,"threshold_uncertainty_score":0.9999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08231538010005451,"score_gpt":0.4142989435961398,"score_spread":0.3319835634960853,"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."}}