{"id":"W4210797176","doi":"10.1007/s10803-022-05454-w","title":"What Ability Can Predict Mathematics Performance in Typically Developing Preschoolers and Those with Autism Spectrum Disorder?","year":2022,"lang":"en","type":"article","venue":"Journal of Autism and Developmental Disorders","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department of Finance of Jilin Province; Federation for the Humanities and Social Sciences","keywords":"Autism spectrum disorder; Autism; Psychology; Typically developing; Cognition; Developmental psychology; Working memory","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007836002,0.0003224021,0.0005458945,0.0002538036,0.0003476495,0.0001368514,0.0002376854,0.00006190159,0.0001307185],"category_scores_gemma":[0.000156933,0.0002579892,0.00005687485,0.0003533231,0.0002029167,0.0006990499,0.0004068773,0.000485598,0.000001890652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880241,"about_ca_system_score_gemma":0.0003743822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528266,"about_ca_topic_score_gemma":0.0002194589,"domain_scores_codex":[0.9976665,0.00008518736,0.0008623711,0.0003080659,0.0006588088,0.0004191015],"domain_scores_gemma":[0.9988854,0.0004310207,0.0003561805,0.0001140171,0.00002614149,0.0001872348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002619743,0.00657518,0.5259588,0.00583981,0.001501672,0.0006502347,0.1054223,0.0001305914,0.0003535557,0.1215381,0.001239835,0.2281701],"study_design_scores_gemma":[0.004432565,0.0009083328,0.5077974,0.001623505,0.00008257687,0.001098475,0.03464813,0.0002843437,0.0001183403,0.446731,0.001358414,0.0009169554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933581,0.0005861043,0.001051324,0.003543484,0.0001483167,0.0004873562,0.000009039016,0.00002720567,0.0007891192],"genre_scores_gemma":[0.9582983,0.001809899,0.03949571,0.0001767298,0.000007954673,0.00003456224,0.000004447745,0.00003475789,0.0001375872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251929,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255198765805327,"score_gpt":0.241941218913326,"score_spread":0.2293892312552727,"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."}}