{"id":"W3197317809","doi":"10.1002/dys.1695","title":"Improving English reading fluency and comprehension for children with reading fluency disabilities","year":2021,"lang":"en","type":"article","venue":"Dyslexia","topic":"Reading and Literacy Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development; Mount Saint Vincent University","funders":"","keywords":"Fluency; Spelling; Psychology; Reading (process); Reading comprehension; Cognitive psychology; Comprehension; Dyslexia; Learning disability; Automaticity; Psychological intervention; Verbal fluency test; Developmental psychology; Linguistics; Cognition; Neuropsychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002509259,0.0002509188,0.0003240358,0.00009173429,0.0002817822,0.0001397177,0.0001224054,0.0001150715,0.0001486101],"category_scores_gemma":[0.0002710799,0.0002197989,0.00005927497,0.0001896187,0.0001006037,0.0002118585,0.00007221121,0.0001866733,0.00001810138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006857784,"about_ca_system_score_gemma":0.00005578713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481212,"about_ca_topic_score_gemma":0.0000103407,"domain_scores_codex":[0.9982543,0.00008783599,0.0003558391,0.0006669236,0.0001604592,0.0004746341],"domain_scores_gemma":[0.9987684,0.0003548763,0.0001099321,0.0004283166,0.000210238,0.0001282347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000407041,0.0003509676,0.7058015,0.0003985737,0.0006083715,0.00005080183,0.1001406,0.00001840195,0.007995597,0.04314957,0.007270901,0.1338077],"study_design_scores_gemma":[0.00626723,0.0008822332,0.9201411,0.001082495,0.0003434212,0.0005832543,0.02338015,0.0003952267,0.006701831,0.003647919,0.03439926,0.002175908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905399,0.000586919,0.001036849,0.000104189,0.0006789249,0.0003944015,0.00003476714,0.0001778727,0.006446145],"genre_scores_gemma":[0.9849046,0.00001497596,0.009861448,0.0002125162,0.0003223675,0.0001162242,0.0001538982,0.00005679615,0.004357181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2143396,"threshold_uncertainty_score":0.8963138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354454224931179,"score_gpt":0.2725221863019089,"score_spread":0.2589776440525972,"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."}}