{"id":"W2108818301","doi":"10.1177/0022219410371678","title":"Evaluating the Efficacy of Remediation for Struggling Readers in High School","year":2011,"lang":"en","type":"article","venue":"Journal of Learning Disabilities","topic":"Reading and Literacy Development","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Reading comprehension; Psychology; Comprehension; Reading (process); Word identification; Intervention (counseling); Word recognition; Mathematics education; Learning disability; Medical education; Developmental psychology; Computer science; Linguistics; Medicine","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":[0.002734728,0.00008028805,0.0002115147,0.0001207678,0.00006534014,0.00001524547,0.0001564209,0.00005041623,0.0003059479],"category_scores_gemma":[0.005714359,0.00005485551,0.00009395337,0.0001045057,0.00008884037,0.0001123993,0.00001291899,0.0003346675,0.000005195333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007570336,"about_ca_system_score_gemma":0.00007849328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008190974,"about_ca_topic_score_gemma":0.000003130061,"domain_scores_codex":[0.9984752,0.000337225,0.0007021751,0.00009985725,0.0002184709,0.0001670777],"domain_scores_gemma":[0.9970014,0.002117925,0.0005518638,0.0001227586,0.0001698317,0.00003623682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001149061,0.0001985619,0.5668294,0.00008681809,0.0001289418,0.000001504029,0.3973531,0.002772283,0.000356255,0.001946525,0.0002851507,0.02889244],"study_design_scores_gemma":[0.002759655,0.001724424,0.7173294,0.0004550532,0.00007042257,0.00002264366,0.2718524,0.0003817758,0.0004072306,0.004218563,0.0006047715,0.0001736796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979339,0.0001720541,0.0002757917,0.0001790819,0.0005742279,0.0001499539,7.003023e-7,0.000007120006,0.000707184],"genre_scores_gemma":[0.9944121,0.000006278404,0.004648022,0.00001591648,0.0001945788,0.00001168027,0.000001608032,0.00001207001,0.0006977699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1505,"threshold_uncertainty_score":0.6841034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046843626151347,"score_gpt":0.3858832288020563,"score_spread":0.2811988661869216,"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."}}