{"id":"W2072629548","doi":"10.1177/1468798408091853","title":"Engagement with print: Low-income families and Head Start children","year":2008,"lang":"en","type":"article","venue":"Journal of Early Childhood Literacy","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Head start; Literacy; Psychology; Low income; Early Head Start; Early literacy; Developmental psychology; Emergent literacy; Family literacy; Sociology; Pedagogy; Socioeconomics","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":[0.0004346922,0.0001560371,0.0002873582,0.0002916879,0.000460159,0.000169646,0.0002865068,0.00007765085,0.00004356139],"category_scores_gemma":[0.0001444639,0.0001180223,0.00007491853,0.0003150892,0.0002995472,0.001101061,0.00008636178,0.0003817188,0.00001202812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005085685,"about_ca_system_score_gemma":0.0003629792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001114817,"about_ca_topic_score_gemma":0.00003955519,"domain_scores_codex":[0.9985022,0.00008419971,0.0004244864,0.0001723125,0.0005125302,0.0003042679],"domain_scores_gemma":[0.9990923,0.00009690623,0.0002964387,0.0001443563,0.0001904618,0.0001795728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006440579,0.0002432383,0.8945593,0.000005027627,0.000127887,0.00009803635,0.07690979,0.000001691506,0.000009434697,0.002959122,0.0001952008,0.02482691],"study_design_scores_gemma":[0.0009706456,0.0003929005,0.9883431,0.0001310809,0.00001339586,0.000207588,0.0005394893,1.735499e-7,0.00004877322,0.001036117,0.008150485,0.0001662022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929527,0.0005102084,0.00004612929,0.0009182356,0.0001126091,0.0001937809,0.000003833134,0.00004662686,0.005215854],"genre_scores_gemma":[0.9965296,0.0006801885,0.001995539,0.0002175707,0.0002558605,0.000001646881,0.000001688667,0.00001332387,0.000304517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09378389,"threshold_uncertainty_score":0.4812809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202519590005291,"score_gpt":0.257879915769628,"score_spread":0.2458547198695751,"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."}}