{"id":"W6997275150","doi":"","title":"What the research tells us about autism and bilingualism","year":2022,"lang":"en","type":"other","venue":"ChiPrints (University of Chichester)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism; Neuroscience of multilingualism; Language impairment; Language development; Language acquisition; Autism spectrum disorder; Language delay; Developmental disorder","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001972963,0.0004053682,0.0006134294,0.0009082309,0.0006417232,0.0001406316,0.001900462,0.0004264444,0.0205929],"category_scores_gemma":[0.00009158532,0.000407741,0.0001921855,0.0008936226,0.001951699,0.000294165,0.002650257,0.001709702,0.002079467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220322,"about_ca_system_score_gemma":0.0002588818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195297,"about_ca_topic_score_gemma":0.001767021,"domain_scores_codex":[0.9960955,0.0009635214,0.0001917416,0.0009315526,0.00119682,0.0006208841],"domain_scores_gemma":[0.9972801,0.0003691551,0.0004171717,0.001634934,0.00008163802,0.0002169968],"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":[0.000482987,0.0008150138,0.009698362,0.001669024,0.001983683,0.0007985167,0.08336513,0.00001675351,0.001714626,0.009307652,0.8649502,0.02519801],"study_design_scores_gemma":[0.0008425274,0.00005900569,0.0402409,0.0004827733,0.0001179374,0.00003351926,0.01140832,0.00001901646,0.00002016674,0.000801484,0.9455402,0.0004341601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3109051,0.007600816,0.000006745146,0.001950794,0.001066066,0.001795792,0.0004026288,0.0004486017,0.6758234],"genre_scores_gemma":[0.03823192,0.005722407,0.0003364206,0.0001268057,0.0001938184,0.000002335947,0.0001226151,0.0009715564,0.9542921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2784687,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05065116415050763,"score_gpt":0.293670718145532,"score_spread":0.2430195539950244,"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."}}