{"id":"W1978065396","doi":"10.1016/j.jecp.2013.09.006","title":"Longitudinal mediators of achievement in mathematics and reading in typical and atypical development","year":2013,"lang":"en","type":"article","venue":"Journal of Experimental Child Psychology","topic":"Family and Disability Support Research","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research","keywords":"Phonological awareness; Fluency; Psychology; Reading (process); Developmental psychology; Working memory; Cognition; Executive functions; Reading comprehension; Cognitive psychology; Dyslexia; Longitudinal study; Literacy; Linguistics; Mathematics education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003131458,0.0004868071,0.0004558605,0.001265717,0.00121787,0.002170898,0.001186785,0.001120938,0.003138598],"category_scores_gemma":[0.01127337,0.000719913,0.0007680235,0.001082963,0.001173474,0.001454644,0.002175931,0.001967388,0.0005959362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204942,"about_ca_system_score_gemma":0.002171201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02663784,"about_ca_topic_score_gemma":0.02355771,"domain_scores_codex":[0.99855,0.0004309465,0.0001060045,0.0002822962,0.0002719753,0.0003587],"domain_scores_gemma":[0.9900033,0.00316922,0.002786286,0.0008631182,0.001079919,0.002098198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003164173,0.0003494617,0.9955212,0.00000675346,0.00004575574,0.0001899231,0.0009590688,0.00007484834,0.0005847197,0.0002025744,0.00006906837,0.001680294],"study_design_scores_gemma":[0.000008613272,0.0001357562,0.9976134,0.000007737214,0.00003313982,0.00009300844,0.001343056,0.0001246599,0.0003492307,0.0001678499,0.0001154814,0.000008085928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994839,0.00009258686,0.00002270085,0.0000611842,0.000003582004,0.000003662335,0.00008603394,0.000003475182,0.000242827],"genre_scores_gemma":[0.9992753,0.00004989868,0.00005690245,0.000009052946,0.000002864761,0.00001233761,0.0001293015,0.00000282829,0.0004616153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02663784,"threshold_uncertainty_score":0.05296558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162738436109786,"score_gpt":0.3833143044763517,"score_spread":0.3416869201152538,"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."}}