{"id":"W3138141627","doi":"10.1177/1468798421995533","title":"Supporting vocabulary development in a culturally/linguistically diverse family","year":2021,"lang":"en","type":"article","venue":"Journal of Early Childhood Literacy","topic":"Reading and Literacy Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reading (process); Vocabulary; Literacy; Vocabulary development; Family literacy; Psychology; Immigration; Gesture; Language development; Home language; Daughter; Language acquisition; Developmental psychology; Shared reading; Linguistics; Pedagogy; Teaching method; Mathematics education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973264,0.0002924588,0.0001822482,0.000325421,0.003887609,0.001329594,0.0006454678,0.0004127584,0.00260445],"category_scores_gemma":[0.002962567,0.0001525479,0.0002024232,0.000122455,0.002199281,0.0009446974,0.005041677,0.0007514005,0.0002921982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006737618,"about_ca_system_score_gemma":0.002812614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004024796,"about_ca_topic_score_gemma":0.01347755,"domain_scores_codex":[0.9991617,0.0005052706,0.00001978831,0.00008866968,0.00005499391,0.0001695126],"domain_scores_gemma":[0.9987957,0.0004888455,0.0001183015,0.00006937642,0.00008778879,0.000439852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001827643,0.001434101,0.07502545,0.0003248426,0.00003573317,0.0138401,0.7304626,0.0004293617,0.02260959,0.01070844,0.002930586,0.1420163],"study_design_scores_gemma":[0.00008653165,0.001400449,0.06720522,0.0005125939,0.00006858679,0.008339361,0.8470535,0.0007098672,0.009561654,0.01184702,0.05315727,0.00005799525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899639,0.0001486974,0.0008704053,0.0005174751,0.0000133605,0.0000214643,0.000007476812,0.00001231851,0.008444931],"genre_scores_gemma":[0.9966025,0.0001506959,0.001637571,0.00008246813,0.000002886287,0.00003320112,0.000009384627,0.000004251782,0.001476971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004024796,"threshold_uncertainty_score":0.01043576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426331321500434,"score_gpt":0.3141939182539798,"score_spread":0.2999306050389755,"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."}}