{"id":"W4412826812","doi":"10.36315/2025v1end047","title":"INTEGRATION IN WORKFORCE OF QUÉBEC ADULTS LIVING WITH AUTISM SPECTRUM DISORDER OR ASPERGER SYNDROME","year":2025,"lang":"en","type":"article","venue":"Education and new developments","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism spectrum disorder; Asperger syndrome; Workforce; Autism; Computer science; Psychology; Psychiatry; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007732935,0.0002027684,0.0001895476,0.0007844899,0.003098263,0.001000529,0.0006266895,0.0004604082,0.003397923],"category_scores_gemma":[0.00172706,0.0001294802,0.0002228024,0.0005015815,0.0005564889,0.0004361976,0.0009906003,0.0005472151,0.0003317932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01217883,"about_ca_system_score_gemma":0.01139004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9115803,"about_ca_topic_score_gemma":0.9663835,"domain_scores_codex":[0.999274,0.0001394141,0.00001708346,0.00005242633,0.0001679985,0.0003492048],"domain_scores_gemma":[0.9988859,0.00008019478,0.0001677448,0.00002158434,0.0004294399,0.0004151773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222777,0.001177688,0.9138516,0.0000782567,0.00002592616,0.0008064022,0.03620778,0.0001219613,0.001456638,0.0003017696,0.003618617,0.04213107],"study_design_scores_gemma":[0.0000169202,0.0003521833,0.9442823,0.00006194614,0.00001231463,0.0001911124,0.05044523,0.0001983663,0.0001904572,0.00003394585,0.004202242,0.00001296767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979475,0.0001360355,0.00002131057,0.0002542037,0.0000110801,0.00002800426,0.0001027295,0.000001169698,0.001497856],"genre_scores_gemma":[0.9962699,0.0001930003,0.00008564842,0.000328184,0.000008174199,0.00003631961,0.0001701884,0.000001400469,0.002907099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08841968,"threshold_uncertainty_score":0.1778808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005344417745791,"score_gpt":0.2980688815854329,"score_spread":0.278015437407975,"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."}}