{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101147,0.0001263814,0.0001453026,0.0003658574,0.0000919583,0.00004144244,0.000158092,0.00004540647,0.0002839202],"category_scores_gemma":[0.0001998973,0.00009880412,0.00001175423,0.0009733363,0.00005991607,0.0002136831,0.00006784674,0.0001409591,0.00001845228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427717,"about_ca_system_score_gemma":0.002368895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004109873,"about_ca_topic_score_gemma":0.01581945,"domain_scores_codex":[0.998922,0.00005847696,0.0002508625,0.0003348458,0.0002112221,0.0002225864],"domain_scores_gemma":[0.9995649,0.0001401093,0.00007144977,0.0001475623,0.000006882534,0.00006909495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003242981,0.00126274,0.6863343,0.0001592864,0.0000199666,0.00001032096,0.01765627,0.00001143585,0.001774013,0.05978874,0.001110188,0.2315484],"study_design_scores_gemma":[0.0005007772,0.00006401712,0.9919503,0.0009485972,0.000003152843,0.0000195538,0.0007141763,0.00007515792,0.002668941,0.00145024,0.001454705,0.0001503357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854594,0.0001734339,0.0006112319,0.008696514,0.0001893676,0.0003504333,6.293275e-7,0.00002671837,0.004492307],"genre_scores_gemma":[0.9718037,0.0001511288,0.0006933965,0.0002568285,0.000004473891,0.00004246759,0.000002225534,0.00001113923,0.02703469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.305616,"threshold_uncertainty_score":0.8827625,"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."}}