{"id":"W4410350539","doi":"10.33957/bjh.2023.10.10","title":"Korean Language Education for Children of Immigrant Families - Cases from Canada, Japan and Korea -","year":2023,"lang":"en","type":"article","venue":"RESEARCH ON BANGJUNGHWAN","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Geography; Gender studies; Political science; Genealogy; Demography; Sociology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008736637,0.0000701279,0.0001226769,0.0001797381,0.0004334909,0.00005011484,0.000179519,0.00004528679,0.00005675759],"category_scores_gemma":[0.001260446,0.00005764842,0.00003215969,0.0004248845,0.0002583186,0.0000909725,0.00003777751,0.00008923333,0.000007878367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898661,"about_ca_system_score_gemma":0.002364183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861895,"about_ca_topic_score_gemma":0.8741776,"domain_scores_codex":[0.9985034,0.0001255698,0.0001439316,0.000183934,0.0006974846,0.0003457115],"domain_scores_gemma":[0.9986535,0.0007578122,0.00003897475,0.0001488405,0.0002541295,0.0001467024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001683495,0.0003204459,0.08346071,0.0001244601,0.0001294031,0.000004975633,0.09477349,0.000005968968,0.0008779644,0.3403244,0.3666144,0.1131954],"study_design_scores_gemma":[0.0002246225,0.0001660559,0.6028294,0.00009591986,0.000007724636,7.687624e-7,0.3643466,0.000009429134,0.001379042,0.005213592,0.02556996,0.0001568633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883211,0.0002976265,1.994108e-7,0.003171237,0.0001534129,0.0003497083,0.0008410872,0.00002225049,0.006843336],"genre_scores_gemma":[0.9962447,0.0002569869,0.00003427492,0.0001117692,0.00029175,0.00005878011,0.0003819926,0.000008725899,0.002610984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5193687,"threshold_uncertainty_score":0.4193959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06045678750987012,"score_gpt":0.409591044920644,"score_spread":0.3491342574107739,"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."}}