{"id":"W3108375996","doi":"10.1558/jmtp.17783","title":"Plurilingual education and pedagogical plurilanguaging in an elementary school in Japan","year":2020,"lang":"en","type":"article","venue":"Journal of Multilingual Theories and Practices","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pedagogy; Context (archaeology); Viewpoints; Documentation; Curriculum; Situated; Mathematics education; Teacher education; Psychology; Sociology; Computer science; Visual arts; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009297526,0.0001162944,0.0002156386,0.0001360095,0.000122458,0.0002946492,0.00009285119,0.00003762597,0.0005837008],"category_scores_gemma":[0.001521521,0.00009196917,0.00002640103,0.0000353701,0.00008797349,0.0009630721,0.00003420224,0.0006392527,0.000001417294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001535841,"about_ca_system_score_gemma":0.0001052576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008673436,"about_ca_topic_score_gemma":0.001683841,"domain_scores_codex":[0.9989286,0.0002446674,0.0003906701,0.0001551913,0.0001374042,0.0001434607],"domain_scores_gemma":[0.9988325,0.0004033546,0.0005123704,0.00005198978,0.00006424343,0.0001355252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005725396,0.0002155341,0.08518684,0.00008693703,0.00002893901,0.00008879263,0.7379827,0.00002300991,0.0003333096,0.008325878,0.00001782677,0.1671376],"study_design_scores_gemma":[0.001047801,0.0005636601,0.005330831,0.0001476528,0.00003781479,0.0000881095,0.9668951,0.0003872892,0.00007945548,0.001066005,0.02416125,0.0001950523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922594,0.004430912,0.000001896836,0.00112308,0.0002059131,0.0000636172,0.000002178551,0.00001055074,0.001902386],"genre_scores_gemma":[0.9967598,0.0001310237,0.0004372718,0.001080716,0.001452951,0.000001077543,0.000003541577,0.00001087014,0.0001227968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2289123,"threshold_uncertainty_score":0.6391115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087581693836442,"score_gpt":0.4041447962030225,"score_spread":0.2953866268193783,"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."}}