{"id":"W4385954779","doi":"10.3389/feduc.2023.1104945","title":"Comparing community-based reading interventions for middle school children with learning disabilities: possible order effects when emphasizing skills or reasoning","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Phonemic awareness; Fluency; Reading comprehension; Phonics; Psychology; Phonological awareness; Reading (process); Spelling; Literacy; Vocabulary; Mathematics education; Computer science; Pedagogy; Primary education; Linguistics","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":[0.006652198,0.0008768652,0.001596189,0.001365672,0.0006554452,0.0007837838,0.001259853,0.001141062,0.003051026],"category_scores_gemma":[0.01440524,0.00057373,0.002293133,0.0007484508,0.0007844936,0.0008595065,0.001277995,0.0009460904,0.0001791501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640946,"about_ca_system_score_gemma":0.002344486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004645655,"about_ca_topic_score_gemma":0.009260355,"domain_scores_codex":[0.9898525,0.006307243,0.001153733,0.0009257714,0.001248422,0.0005123311],"domain_scores_gemma":[0.9898993,0.007034602,0.001273126,0.0006587491,0.0005531979,0.0005809217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4894685,0.1902283,0.04670532,0.006448596,0.0110117,0.000192632,0.003050544,0.003638576,0.01125353,0.0008969798,0.000661358,0.2364438],"study_design_scores_gemma":[0.1901086,0.5884356,0.1955206,0.0008918912,0.009120898,0.00008898993,0.001044706,0.003128556,0.008501041,0.001336001,0.001736594,0.0000864489],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944814,0.0007285622,0.0005596164,0.00003506342,0.00004558463,0.003430244,0.00009506599,0.00003374857,0.0005906371],"genre_scores_gemma":[0.982768,0.0007491338,0.006342809,0.00009003843,0.00005762492,0.009290756,0.0002614114,0.00001035051,0.0004297924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006652198,"threshold_uncertainty_score":0.03518057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558358658258008,"score_gpt":0.3449843609584083,"score_spread":0.3094007743758282,"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."}}