{"id":"W1823521350","doi":"10.1177/073194871003300310","title":"Critical Issues in Response-To-Intervention, Comprehensive Evaluation, and Specific Learning Disabilities Identification and Intervention: An Expert White Paper Consensus","year":2010,"lang":"en","type":"article","venue":"Learning Disability Quarterly","topic":"Reading and Literacy Development","field":"Psychology","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Response to intervention; Psychological intervention; Intervention (counseling); Identification (biology); Learning disability; Psychology; Cognition; Neuropsychology; Strengths and weaknesses; Clinical psychology; Applied psychology; Cognitive psychology; Developmental psychology; Psychotherapist; Social psychology; Psychiatry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003708041,0.0002753359,0.0003566256,0.0001569832,0.0003060345,0.000398066,0.0001485743,0.0001727371,0.001979341],"category_scores_gemma":[0.001817329,0.0002883847,0.00008710023,0.0002057479,0.0007788977,0.0003780047,0.00004030106,0.0007414768,0.0001125652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009602129,"about_ca_system_score_gemma":0.00001583765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004425808,"about_ca_topic_score_gemma":0.0003882432,"domain_scores_codex":[0.9939933,0.003381476,0.0009149568,0.0009681457,0.0003550724,0.0003870589],"domain_scores_gemma":[0.9972749,0.001495893,0.0001282069,0.0005140942,0.0003743877,0.0002125615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337451,0.0008751187,0.5556566,0.0001147555,0.00004179538,0.000005189349,0.2496325,0.00003291979,0.007345643,0.001634844,0.0003850949,0.1829381],"study_design_scores_gemma":[0.001021935,0.0008923092,0.8689666,0.0001182767,0.00001421039,0.00003777497,0.1110878,0.0004578114,0.00001724776,0.001354265,0.01572243,0.0003093991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934425,0.0004816133,0.0002059756,0.004176042,0.0008075066,0.0005505303,0.00000491856,0.0001318782,0.0001990211],"genre_scores_gemma":[0.997152,0.000004108455,0.000736542,0.00006106197,0.0001433905,0.000238022,0.00005157384,0.0000326329,0.001580617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3133099,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943089902325982,"score_gpt":0.3827165556740198,"score_spread":0.35328565665076,"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."}}