{"id":"W2098783781","doi":"10.1080/02702711.2010.505165","title":"Addressing Summer Reading Setback Among Economically Disadvantaged Elementary Students","year":2010,"lang":"en","type":"article","venue":"Reading Psychology","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Disadvantaged; Setback; Reading (process); Psychology; Socioeconomic status; Poverty; Mathematics education; Developmental psychology; Demography; Economic growth; Sociology; Political science; Economics; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001289897,0.0001744381,0.0002173858,0.0001562804,0.0006167347,0.00016299,0.0006868515,0.0002032232,0.001262323],"category_scores_gemma":[0.0001410805,0.0001963057,0.00007526205,0.0001895177,0.0005010335,0.0004917725,0.00008862895,0.0004631041,0.0003256065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768407,"about_ca_system_score_gemma":0.00005651209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540403,"about_ca_topic_score_gemma":0.005631916,"domain_scores_codex":[0.9979535,0.0002416078,0.0003947777,0.0005098347,0.0002829565,0.0006173039],"domain_scores_gemma":[0.9989415,0.0001807516,0.0002236626,0.0003836803,0.00004290091,0.0002275002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001864684,0.0003380678,0.9422289,0.000006950011,0.00005545982,0.000004871889,0.007328328,0.000001340183,0.03261142,0.003365426,0.009957082,0.004083483],"study_design_scores_gemma":[0.001052536,0.00007707898,0.8749362,0.000104857,0.0000856092,0.000006720679,0.007769893,0.00002219563,0.002309131,0.004841146,0.1081106,0.0006840488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507286,0.00001759504,0.00007913903,0.0009466116,0.004493835,0.0003207668,0.00001040669,0.0001175272,0.0432855],"genre_scores_gemma":[0.9947505,0.00008441661,0.00167394,0.001091576,0.0007736817,0.00004424484,0.00008552073,0.00003046463,0.00146563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09815354,"threshold_uncertainty_score":0.9996507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157071379360944,"score_gpt":0.4813581405251393,"score_spread":0.3656510025890449,"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."}}