{"id":"W2119587501","doi":"10.1177/00222194070400050801","title":"Innovative Programs for Improvement in Reading Through Cognitive Enhancement","year":2007,"lang":"en","type":"article","venue":"Journal of Learning Disabilities","topic":"Reading and Literacy Development","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Remedial education; Psychology; Reading (process); Cognition; Multivariate analysis of variance; Phonological awareness; Developmental psychology; Mathematics education; Pedagogy; Literacy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003592303,0.0002651512,0.0001530756,0.0003468417,0.000311152,0.0002396153,0.0005249692,0.0001889385,0.00127514],"category_scores_gemma":[0.0005645428,0.00006541341,0.0001586503,0.0001963178,0.0003213906,0.0001251784,0.000593739,0.0003282205,0.00007985343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715681,"about_ca_system_score_gemma":0.001327153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008193992,"about_ca_topic_score_gemma":0.02647667,"domain_scores_codex":[0.9997935,0.00003791039,0.0000100168,0.00003094687,0.00007684103,0.00005075382],"domain_scores_gemma":[0.9998331,0.00003902898,0.00003220396,0.00001205537,0.00001836789,0.00006521187],"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":[0.001196642,0.02038802,0.03432561,0.0003847091,0.00005799195,0.0003898432,0.00181719,0.0009027458,0.01462881,0.001376735,0.001993647,0.922538],"study_design_scores_gemma":[0.003692207,0.04330478,0.8980925,0.0003804622,0.0003344668,0.001604144,0.002662573,0.003344695,0.01330147,0.002897282,0.03033868,0.00004661948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954281,0.0004897853,0.00122948,0.0001564183,0.00001528044,0.0003679983,0.00002554435,0.00006157665,0.002225763],"genre_scores_gemma":[0.9844818,0.0006928351,0.01142891,0.0001279666,0.00002242527,0.0003908479,0.000112617,0.000004235364,0.002738385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008193992,"threshold_uncertainty_score":0.01629263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864703768691122,"score_gpt":0.3684706372979666,"score_spread":0.3298235996110555,"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."}}