{"id":"W4293062939","doi":"10.1080/13670050.2022.2079372","title":"The immigrant perspective: Eastern-European parental discourses about the value of French, plurilingualism and plurilingual literacy practices","year":2022,"lang":"en","type":"article","venue":"International Journal of Bilingual Education and Bilingualism","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Immigration; Multilingualism; Literacy; French immersion; Pedagogy; Value (mathematics); Variety (cybernetics); Neuroscience of multilingualism; Sociology; Perspective (graphical); Political science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004853447,0.0003980252,0.0002574133,0.0008898502,0.008902389,0.006413105,0.0004809716,0.001521526,0.001835692],"category_scores_gemma":[0.004232391,0.0001427321,0.000210327,0.001016803,0.01198112,0.003087745,0.002841114,0.001867281,0.0001134751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005754848,"about_ca_system_score_gemma":0.003206587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08258882,"about_ca_topic_score_gemma":0.06125167,"domain_scores_codex":[0.9980322,0.00139656,0.00005308713,0.0001237909,0.0001344991,0.0002600233],"domain_scores_gemma":[0.9968085,0.002246921,0.0002721166,0.00009549931,0.000295828,0.0002810553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002183013,0.000007190243,0.002968962,0.00001875239,0.000003260977,0.0006148136,0.9743159,0.00001800937,0.0001852273,0.01914889,0.000248907,0.002448158],"study_design_scores_gemma":[0.000003632595,0.00002095694,0.003205527,0.0001340029,0.000008694842,0.0004055397,0.974957,0.00004934314,0.0001794452,0.00122566,0.01979806,0.00001215979],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427201,0.001767346,0.0005186963,0.005762266,0.00006781964,0.000007981908,0.00001848165,0.000009061376,0.04912838],"genre_scores_gemma":[0.9980237,0.0004917516,0.000072292,0.0003216876,0.000009360013,0.000002703077,0.000005109064,0.000002989153,0.001070312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08258882,"threshold_uncertainty_score":0.1642162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053168592823471,"score_gpt":0.4639016975979272,"score_spread":0.4333700116696925,"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."}}