{"id":"W4410881928","doi":"10.37213/cjal.2024.33805","title":"Review of Meisel, J. (2019). Bilingual children: A guide for parents. Cambridge University Press.","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"History; Library science; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003725589,0.0001322516,0.0003532216,0.0002395555,0.00008345448,0.00001095272,0.0003703505,0.00009283672,0.00006514889],"category_scores_gemma":[0.001039871,0.0001330456,0.0001209828,0.0002047101,0.00008885479,0.000007343754,0.00001657256,0.0001576916,0.000003533924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028116,"about_ca_system_score_gemma":0.002266837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504189,"about_ca_topic_score_gemma":0.0008521241,"domain_scores_codex":[0.9989554,0.00002316414,0.0005042701,0.0001492272,0.00009076058,0.0002771935],"domain_scores_gemma":[0.9985561,0.000102108,0.000344441,0.0002142689,0.0005388261,0.0002442697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180172,0.00004698415,0.00199239,0.0007148113,0.0003853875,0.00005621308,0.0004568359,0.000008710694,0.000004271053,0.1570537,0.8348655,0.00429717],"study_design_scores_gemma":[0.001166727,0.0000444352,0.001311515,0.0008159975,0.0002742501,0.000006470082,0.0005219803,0.000001556938,0.00006099687,0.0001014833,0.995545,0.0001496224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01116669,0.0960001,0.002174795,0.0003838831,0.005812577,0.001517519,0.0008604086,0.00002898398,0.882055],"genre_scores_gemma":[0.9316437,0.01028997,0.01804892,0.009412773,0.002203427,0.0000111198,0.0004747848,0.0001221708,0.0277931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.920477,"threshold_uncertainty_score":0.5425442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068429499679497,"score_gpt":0.2695118736073803,"score_spread":0.2588275786105853,"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."}}