{"id":"W4206716747","doi":"10.29173/cjfy29757","title":"To Raise a Bilingual or a Monolingual Child: Concerns of an Immigrant Mother","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Immigration; Face (sociological concept); Narrative; Neuroscience of multilingualism; First language; Language barrier; Psychology; Developmental psychology; Population; Qualitative research; Sociology; Political science; Linguistics; Social science; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003862622,0.0001828461,0.0003829323,0.0007593153,0.001298706,0.0001917559,0.0005720308,0.0001176384,0.000197284],"category_scores_gemma":[0.001169426,0.0001706682,0.0001391702,0.0005210559,0.0002845066,0.0002107836,0.00002504384,0.0008764146,6.241842e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007786409,"about_ca_system_score_gemma":0.03179637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5953434,"about_ca_topic_score_gemma":0.6659745,"domain_scores_codex":[0.9969124,0.001235457,0.00059342,0.0001661743,0.0003869981,0.0007055707],"domain_scores_gemma":[0.9960181,0.0002193999,0.0004366433,0.0001452015,0.0003530653,0.002827606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003227412,0.00009265017,0.00579924,0.00001425959,0.00008926725,0.001204863,0.9762778,0.00212066,0.000107825,0.00507501,0.0009102742,0.007985434],"study_design_scores_gemma":[0.001555098,0.000699444,0.01081871,0.0001130178,0.0000745256,0.002621629,0.7882273,0.00007452689,0.000055474,0.0004743456,0.1949272,0.0003587501],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878067,0.001020265,0.00002585677,0.001905668,0.0006712457,0.0001449032,0.0002225076,0.000006511874,0.008196359],"genre_scores_gemma":[0.994492,0.0001775877,0.0003161171,0.003490778,0.0007214644,0.000002998072,0.000002955855,0.00003247757,0.0007635996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940169,"threshold_uncertainty_score":0.9988728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184656111102119,"score_gpt":0.3712048863968985,"score_spread":0.3293583252858773,"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."}}