{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004319829,0.0003168889,0.0001931126,0.0005087269,0.0001605487,0.0002516396,0.0002408251,0.0001849956,0.0008630633],"category_scores_gemma":[0.002530905,0.00005142319,0.0002329452,0.0001751006,0.0002323778,0.0003159672,0.0003502813,0.0002620549,0.0001258167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935469,"about_ca_system_score_gemma":0.0008661614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057976,"about_ca_topic_score_gemma":0.007411677,"domain_scores_codex":[0.9997775,0.00006834711,0.00001818307,0.00003054748,0.00004957036,0.00005576547],"domain_scores_gemma":[0.9993961,0.0002389984,0.0001813717,0.00002479635,0.00005049702,0.0001082634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007346154,0.007888609,0.263109,0.0008626305,0.0000829969,0.001356954,0.004172572,0.001069505,0.03533493,0.0009675185,0.002108744,0.6823118],"study_design_scores_gemma":[0.000180599,0.007876724,0.9556136,0.0002483684,0.0001286946,0.001873104,0.001904014,0.001169239,0.02656119,0.0008464679,0.003574648,0.0000233909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981161,0.0002039285,0.000521394,0.00007895204,0.000003705474,0.00002008942,0.00002099951,0.00003730028,0.0009974161],"genre_scores_gemma":[0.9953668,0.0003878931,0.003560022,0.0000353785,0.000006582934,0.00005439204,0.00004880588,0.000004885695,0.0005352388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003057976,"threshold_uncertainty_score":0.006080389,"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."}}