{"id":"W4404220380","doi":"10.1177/00222194241297058","title":"Efficacy of Small-Group Reading Intervention for Grades 2 and 3 Children With Reading Difficulties: A Cluster Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Journal of Learning Disabilities","topic":"Reading and Literacy Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"","keywords":"Reading (process); Psychology; Randomized controlled trial; Intervention (counseling); Cluster randomised controlled trial; Developmental psychology; Reading comprehension; Learning disability; Response to intervention; Cluster (spacecraft); Clinical psychology; Medicine; Psychiatry; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003537373,0.0002083988,0.001289698,0.000289658,0.00009521765,0.0001669004,0.0001088789,0.00008662102,0.00006480978],"category_scores_gemma":[0.002503368,0.0001244044,0.0006284299,0.0000985575,0.0002594029,0.0001615265,0.00002228177,0.0003553794,0.000001419277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006257842,"about_ca_system_score_gemma":0.00002900741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003231016,"about_ca_topic_score_gemma":0.000002031715,"domain_scores_codex":[0.9973112,0.0007599159,0.001276589,0.0002237841,0.000207045,0.0002214573],"domain_scores_gemma":[0.9917496,0.007323624,0.0006429942,0.0001015614,0.0001169359,0.00006524434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9380398,0.0002807742,0.004352423,0.000302115,0.002550276,0.000003333575,0.04573829,0.0001478071,0.00004546376,0.002723848,0.0002282288,0.005587609],"study_design_scores_gemma":[0.9753691,0.002382137,0.002199066,0.002344436,0.0007621532,0.0001672002,0.01526565,0.0004200916,0.00001911649,0.0004783809,0.0003825484,0.0002101494],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903937,0.001617346,0.005012916,0.0001663385,0.0008066665,0.00168669,0.000002554149,0.00003783098,0.0002759327],"genre_scores_gemma":[0.9941556,0.00005407246,0.001514309,0.000007886024,0.0003979759,0.0001617382,0.000008996516,0.00003246924,0.003666879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03732924,"threshold_uncertainty_score":0.5073063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438623995468247,"score_gpt":0.3025601263425636,"score_spread":0.2881738863878811,"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."}}