{"id":"W4401973791","doi":"10.1080/01434632.2024.2382240","title":"Language ideologies of three intercultural and interlingual parent couples in Canada: an examination of intervening factors that prevent active multilingualism for their children","year":2024,"lang":"en","type":"article","venue":"Journal of Multilingual and Multicultural Development","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Killam Trusts","keywords":"Multilingualism; Indo-European languages; Linguistics; Psychology; Ideology; Intercultural communication; Neuroscience of multilingualism; Sociolinguistics; Pedagogy; Sociology; Political science","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":[0.0007841979,0.0002181181,0.0004384733,0.0001942632,0.0001056289,0.00005069205,0.0001956878,0.00009076625,0.00001227622],"category_scores_gemma":[0.0007609186,0.0001419585,0.00009033065,0.0001117193,0.0001860492,0.000307078,0.00006704623,0.0002216938,6.340826e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875519,"about_ca_system_score_gemma":0.001005127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1643883,"about_ca_topic_score_gemma":0.6404032,"domain_scores_codex":[0.9982782,0.0001435114,0.0008094085,0.0002175249,0.0003039692,0.0002473573],"domain_scores_gemma":[0.9984645,0.0005212781,0.0004472634,0.00006122501,0.0003616849,0.0001440758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007377731,0.00009313408,0.01018617,0.0001395408,0.0001136903,0.000003618843,0.627171,0.00002340444,0.002138407,0.00002494172,0.000002367582,0.3600299],"study_design_scores_gemma":[0.0006894752,0.0001336265,0.4952278,0.0008555693,0.00003944016,0.00001414657,0.4341456,0.0008109797,0.06763781,0.00001896309,0.0002051377,0.0002214187],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971524,0.001750735,0.0000164914,0.00008732419,0.0005123166,0.0004108733,0.00004375259,0.00001204431,0.00001403044],"genre_scores_gemma":[0.9981176,0.0001714301,0.001494886,0.00001444773,0.00009941801,0.000007662586,0.00002773931,0.00001063528,0.00005616153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850416,"threshold_uncertainty_score":0.8411762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08380167997209924,"score_gpt":0.3923079578371265,"score_spread":0.3085062778650272,"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."}}