{"id":"W4402445833","doi":"10.3389/fpsyg.2024.1394027","title":"Family language policy retention across generations: childhood language policies, multilingualism experiences, and future language policies in multilingual emerging Canadian adults","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Multilingualism; Language policy; Psychology; Linguistics; Neuroscience of multilingualism; First language; Translanguaging; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008268632,0.0002972031,0.000344824,0.001378816,0.0004353143,0.0002311036,0.0004003724,0.0004324732,0.00008876965],"category_scores_gemma":[0.0004512894,0.0003176314,0.00008805977,0.001501775,0.0004714815,0.0002848273,0.0000477613,0.0005484712,0.00001601725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004078744,"about_ca_system_score_gemma":0.0009595728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6939024,"about_ca_topic_score_gemma":0.6247622,"domain_scores_codex":[0.9970157,0.0004025981,0.0005415951,0.0006817725,0.0002648853,0.001093509],"domain_scores_gemma":[0.9990628,0.00006405946,0.0000900006,0.0003581778,0.00005161882,0.0003732941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001482386,0.00005553798,0.00401094,0.00002128808,0.00001301481,0.00006642652,0.7771066,0.000002992672,0.0001849527,0.0008067855,0.001958493,0.2157581],"study_design_scores_gemma":[0.0008176659,0.00002830193,0.03081384,0.0001020548,0.000006740283,0.00001566503,0.8890428,0.0004951741,0.0000743262,0.0001460204,0.07808032,0.0003771182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599018,0.02206846,0.0000250306,0.006641899,0.004433652,0.0004986204,0.0001303602,0.0001544116,0.006145805],"genre_scores_gemma":[0.9873319,0.00232504,0.001599975,0.003790013,0.003748042,0.000113218,0.0001158552,0.00004594777,0.0009300315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215381,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005672645728959,"score_gpt":0.4302833315673215,"score_spread":0.4102266051100319,"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."}}