{"id":"W1987200316","doi":"10.1080/01443410903165391","title":"Kindergarten school readiness and fourth‐grade literacy and numeracy outcomes of children with special needs: a population‐based study","year":2009,"lang":"en","type":"article","venue":"Educational Psychology","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Learning Partnership","funders":"Canadian Institutes of Health Research; University of British Columbia; Michael Smith Health Research BC","keywords":"Numeracy; Literacy; Psychology; Population; Developmental psychology; Mathematics education; Special needs; Data collection; Special education; Medical education; Pedagogy; Medicine; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008211914,0.0003991178,0.0006268283,0.00154407,0.001648023,0.001084708,0.0007525266,0.0005594613,0.001159356],"category_scores_gemma":[0.002210746,0.0006879892,0.0004630424,0.002708199,0.0008484292,0.0006236599,0.001049343,0.00100325,0.0003057806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004153858,"about_ca_system_score_gemma":0.003940251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6818142,"about_ca_topic_score_gemma":0.8030639,"domain_scores_codex":[0.9988272,0.000169085,0.00008855625,0.0002160944,0.0003865329,0.0003126126],"domain_scores_gemma":[0.9988058,0.0001372175,0.0003121957,0.0001224411,0.0003240148,0.0002983834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003641915,0.00008140029,0.9972785,0.00001176096,0.00003027541,0.0001021667,0.0009429038,0.00002178989,0.00009098707,0.00001978565,0.0001283952,0.001255727],"study_design_scores_gemma":[0.000006328354,0.00004897489,0.9988241,0.000009511671,0.0000175142,0.00009546836,0.0007638671,0.00003312932,0.00002969381,0.000009064343,0.0001579322,0.000004493796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992939,0.0000645584,0.00002208908,0.00001939746,0.000001164134,0.00001846105,0.0002777373,0.000001809672,0.0003007957],"genre_scores_gemma":[0.99878,0.000159317,0.0001081546,0.0000346197,0.000002425333,0.000046945,0.0004935878,0.000002539065,0.0003725963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6818142,"threshold_uncertainty_score":0.6401193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457779526174406,"score_gpt":0.3446398485353392,"score_spread":0.3300620532735951,"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."}}