{"id":"W4385611602","doi":"10.3390/educsci13080808","title":"Bilingual Home Literacy Experiences and Early Biliteracy Development among Chinese–Canadian First Graders","year":2023,"lang":"en","type":"article","venue":"Education Sciences","topic":"Reading and Literacy Development","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Literacy; Reading comprehension; Neuroscience of multilingualism; Vocabulary; Reading (process); Vocabulary development; Family literacy; Developmental psychology; Mathematics education; Linguistics; Pedagogy; Teaching method","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006898795,0.0001747263,0.0001481113,0.0009353817,0.0008632348,0.0005190021,0.0003529512,0.00005782304,0.0005360123],"category_scores_gemma":[0.0001418392,0.0001368948,0.0000295407,0.001876172,0.0004128816,0.0006216381,0.00004019198,0.0000962233,0.0003389055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006801976,"about_ca_system_score_gemma":0.001104859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009795705,"about_ca_topic_score_gemma":0.002203126,"domain_scores_codex":[0.9981706,0.00006553809,0.0003679001,0.0006020172,0.0003031364,0.0004908652],"domain_scores_gemma":[0.9990658,0.0002244701,0.0000979016,0.0002073211,0.00008495709,0.0003196089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001269455,0.00002592603,0.6032807,0.000006446087,0.000005787935,0.00000231941,0.3662892,0.00000104575,0.00000190756,0.0001708649,0.001170268,0.02904432],"study_design_scores_gemma":[0.00007925161,0.00003045718,0.9168806,0.00006759512,0.000001590869,0.000008520699,0.04046664,0.00001942846,0.00001020149,0.0003241616,0.0419028,0.0002087322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899256,0.0004826077,0.000004335618,0.001204093,0.003344237,0.000207158,0.000001432743,0.0001015121,0.004729013],"genre_scores_gemma":[0.9911351,0.00001341115,0.001093142,0.0001948387,0.0001368581,0.0002324602,0.00001389073,0.000009768128,0.007170512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3258225,"threshold_uncertainty_score":0.9967982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604223469262906,"score_gpt":0.3573171319407009,"score_spread":0.3312748972480719,"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."}}