{"id":"W2092137843","doi":"10.1080/19345747.2010.510179","title":"Effective Classroom Instruction: Implications of Child Characteristics by Reading Instruction Interactions on First Graders’ Word Reading Achievement","year":2011,"lang":"en","type":"article","venue":"Journal of Research on Educational Effectiveness","topic":"Reading and Literacy Development","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Reading (process); Psychology; Mathematics education; Achievement test; Phonics; Phonemic awareness; Primary education; Standardized test; Pedagogy; Literacy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002401044,0.0002377818,0.0004071702,0.001328213,0.0006256138,0.0000543128,0.0003680543,0.0001271568,0.0003236215],"category_scores_gemma":[0.0006019151,0.0002148554,0.000176362,0.0009209076,0.0002259892,0.0003252233,0.00004500933,0.001232718,0.00006167271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130057,"about_ca_system_score_gemma":0.000200394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209104,"about_ca_topic_score_gemma":0.000004749593,"domain_scores_codex":[0.9965987,0.001123118,0.0007686902,0.0003995165,0.0007140972,0.0003958743],"domain_scores_gemma":[0.9947645,0.002812034,0.0007263715,0.0003729018,0.001100692,0.0002235152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0120085,0.01341838,0.3995075,0.0006406247,0.002987837,0.00002807751,0.02788359,0.00007964398,0.004891261,0.2160099,0.02126806,0.3012767],"study_design_scores_gemma":[0.001229083,0.001217491,0.9769236,0.001419893,0.00002912334,0.0002534691,0.001176944,0.000003637971,0.003628284,0.002898898,0.01103128,0.0001882603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809123,0.00006091974,0.0005580038,0.003843297,0.003601822,0.0007265562,0.00004814079,0.00001783724,0.01023118],"genre_scores_gemma":[0.9981595,0.00006505697,0.0003776223,0.00007095304,0.0006670313,0.0002907538,0.00004282943,0.00003569691,0.0002905203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5774161,"threshold_uncertainty_score":0.8761548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05710163047992147,"score_gpt":0.4036920590853441,"score_spread":0.3465904286054227,"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."}}