{"id":"W4409700260","doi":"10.6000/2292-2598.2025.13.01.9","title":"Communication Development in Children with Intellectual Disabilities: Implications for Education and Psychology","year":2025,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Intellectual disability; Developmental psychology; Applied psychology; Pedagogy; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007712609,0.0002803451,0.000295417,0.001063539,0.001069463,0.001258274,0.0003207218,0.0006734648,0.0008866763],"category_scores_gemma":[0.003014813,0.0001163102,0.0002414162,0.0006124045,0.001891654,0.001188213,0.0007380118,0.001008672,0.00006869884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388726,"about_ca_system_score_gemma":0.00174411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005939267,"about_ca_topic_score_gemma":0.006897565,"domain_scores_codex":[0.9996943,0.0001530632,0.00002038706,0.00002536625,0.00004161868,0.00006523225],"domain_scores_gemma":[0.9986915,0.0009106752,0.0001574675,0.00001956024,0.00006820408,0.0001525887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572433,0.001098544,0.3146407,0.002177506,0.00007298377,0.007709553,0.08280423,0.0007107766,0.002392905,0.02724145,0.007600367,0.5533938],"study_design_scores_gemma":[0.00003076533,0.0005774805,0.7988129,0.001265862,0.00005184221,0.008571695,0.152513,0.0005321887,0.0005944056,0.01530387,0.02170247,0.00004340577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7989576,0.1265382,0.001861045,0.03450046,0.0003808146,0.0001354073,0.0001307068,0.00006073002,0.03743514],"genre_scores_gemma":[0.9582938,0.03632758,0.002324416,0.001342938,0.0001740825,0.0001860209,0.00003985903,0.000005230801,0.001306105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005939267,"threshold_uncertainty_score":0.01180941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06058861686109928,"score_gpt":0.4150719367800914,"score_spread":0.3544833199189921,"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."}}