{"id":"W3041115891","doi":"10.1007/s10803-020-04603-3","title":"Employment, Education, and Income for Canadians with Developmental Disability: Analysis from the 2017 Canadian Survey on Disability","year":2020,"lang":"en","type":"article","venue":"Journal of Autism and Developmental Disorders","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Sinneave Family Foundation; University of Calgary","keywords":"Psychology; Autism; Public health; Special education; Developmental psychology; Gerontology; Medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0007611574,0.0001603368,0.000265472,0.00005317545,0.0008227956,0.0001750272,0.0002422348,0.00005780502,0.0001728078],"category_scores_gemma":[0.0004353127,0.0001168932,0.00006626744,0.0004550806,0.000756253,0.000220167,0.00002776736,0.0001247218,0.000002989787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007109806,"about_ca_system_score_gemma":0.002832827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6428648,"about_ca_topic_score_gemma":0.97883,"domain_scores_codex":[0.9985324,0.0001959727,0.0003849715,0.0002759535,0.0003192217,0.0002914698],"domain_scores_gemma":[0.9984572,0.0004822294,0.000144487,0.00008932052,0.00006895475,0.0007578097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006512906,0.000136662,0.957508,0.000005636894,0.0002257665,2.96531e-7,0.02532781,0.00000298401,3.133141e-7,0.0004520284,0.004133892,0.01214152],"study_design_scores_gemma":[0.0003303509,0.00007430967,0.9272255,0.00001572852,0.00008688426,0.000001096475,0.0383337,0.000003695887,7.339849e-7,0.0007946191,0.03297147,0.0001619064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401364,0.0001072726,0.00004143043,0.0579135,0.0001746399,0.0004149764,0.0002306896,0.000007229335,0.0009738695],"genre_scores_gemma":[0.9960804,0.0001086907,0.000976006,0.002579851,0.00005006239,0.00001936682,0.00007801558,0.000009327758,0.00009826972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359652,"threshold_uncertainty_score":0.6328362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006972673723234,"score_gpt":0.2977725896677209,"score_spread":0.2677028629304885,"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."}}