{"id":"W4395013700","doi":"10.46827/ejes.v11i5.5301","title":"LANGUAGE ASSESSMENT OF PRESCHOOL AND SCHOOL-AGE CHILDREN AT RISK FOR LANGUAGE DISORDERS IN RESIDENTIAL CARE SETTINGS","year":2024,"lang":"en","type":"article","venue":"European Journal of Education Studies","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Residential care; Psychology; Developmental psychology; Environmental health; Mathematics education; Medicine; Gerontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008940243,0.0004366839,0.0003709431,0.001360197,0.0006333683,0.0006860204,0.0003402048,0.0003785662,0.0008671589],"category_scores_gemma":[0.002842138,0.0002380008,0.0004269284,0.0005851882,0.000528396,0.000453539,0.0007671995,0.0004578278,0.0002857671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663608,"about_ca_system_score_gemma":0.001102285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053215,"about_ca_topic_score_gemma":0.0243206,"domain_scores_codex":[0.9994316,0.0001838179,0.00006809241,0.00006606896,0.0001099104,0.0001404407],"domain_scores_gemma":[0.9991209,0.0001392479,0.0003553669,0.0000302126,0.0001616264,0.0001925766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009319246,0.0001676236,0.976972,0.00009988742,0.00001544559,0.001380769,0.006706194,0.0000465962,0.0009986613,0.00003653073,0.0002431642,0.0132398],"study_design_scores_gemma":[0.000003454338,0.0003048027,0.9891533,0.00005056785,0.00001300788,0.001285502,0.008389375,0.00004345835,0.0003103621,0.00003231888,0.0004048307,0.000008969052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991422,0.0002310119,0.00004334125,0.00003460006,0.000003485755,0.0000151929,0.0000544621,0.000003433141,0.0004723967],"genre_scores_gemma":[0.9985594,0.0005370885,0.0004249905,0.00003192439,0.000004441706,0.00002981359,0.0001099771,0.000001835625,0.0003005397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053215,"threshold_uncertainty_score":0.02094167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023179680396756,"score_gpt":0.3566153349119257,"score_spread":0.3463835381079581,"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."}}