{"id":"W2119372576","doi":"10.3102/0034654313483906","title":"The Effects of Summer Reading on Low-Income Children’s Literacy Achievement From Kindergarten to Grade 8","year":2013,"lang":"en","type":"article","venue":"Review of Educational Research","topic":"Reading and Literacy Development","field":"Psychology","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Reading (process); Psychology; Literacy; Reading comprehension; Low income; Developmental psychology; Pedagogy; Political science; Socioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001398518,0.0001331065,0.0002831589,0.0001973679,0.0001512124,0.00004445174,0.0005308693,0.00004190522,0.001977029],"category_scores_gemma":[0.00202935,0.00008712317,0.0000977433,0.0004623574,0.0000820421,0.00007104818,0.00009266201,0.0002862098,0.001684347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253647,"about_ca_system_score_gemma":0.0001850923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008754474,"about_ca_topic_score_gemma":0.000002042054,"domain_scores_codex":[0.9972785,0.0006574104,0.0005654942,0.000328041,0.0007892072,0.0003813682],"domain_scores_gemma":[0.9913173,0.007236515,0.0001450449,0.0006592248,0.0004771126,0.0001647929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009672553,0.002430504,0.1773054,0.005614617,0.0007453518,0.000001572212,0.0080148,8.5722e-7,0.001874515,0.09368321,0.4992481,0.2109844],"study_design_scores_gemma":[0.0001915014,0.0001754502,0.9490634,0.01303381,0.00001160146,0.000001496247,0.00004896772,6.792878e-7,0.0006335421,0.001768733,0.03495995,0.0001108185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248804,0.0389658,0.000003768184,0.02641371,0.0007047722,0.002110192,0.00001702792,0.000005182304,0.006899117],"genre_scores_gemma":[0.977321,0.008957596,0.0005393805,0.001215274,0.000334487,0.001389121,0.00009215407,0.00002883974,0.0101221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.771758,"threshold_uncertainty_score":0.9990929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986504771283519,"score_gpt":0.4348157083730412,"score_spread":0.394950660660206,"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."}}