{"id":"W4384300931","doi":"10.1515/eujal-2022-0053","title":"School Trajectory of Elementary Newcomer Students: Early Tracking System and Norm Accommodation","year":2023,"lang":"en","type":"article","venue":"European Journal of Applied Linguistics","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; The Scarborough Hospital; Institute for Christian Studies; University of Toronto","funders":"","keywords":"Accommodation; Mathematics education; Tracking (education); Norm (philosophy); Academic skills; Psychology; Transition (genetics); Pedagogy; Medical education; Political science; Medicine","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":[0.001563925,0.00007039028,0.0001451228,0.0001386714,0.0002363287,0.00009073116,0.0002749364,0.00001816342,0.00002636449],"category_scores_gemma":[0.0002609178,0.00005816877,0.00004312456,0.0002000082,0.0001170137,0.00003954936,0.00003153661,0.0001338853,0.00001739326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003312311,"about_ca_system_score_gemma":0.00007488921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000605961,"about_ca_topic_score_gemma":0.00002008389,"domain_scores_codex":[0.9988204,0.0001033185,0.0004433395,0.000079371,0.0004141538,0.0001394108],"domain_scores_gemma":[0.9991674,0.00006743369,0.0003587878,0.00006951232,0.0002022882,0.0001345324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005889952,0.0007980486,0.1460547,0.0005440334,0.0006621009,0.0002531793,0.559727,0.0005765017,0.004638944,0.120971,0.01611342,0.149072],"study_design_scores_gemma":[0.001600028,0.0003028655,0.2331913,0.0004397833,0.0001275348,0.000004680617,0.32901,0.00002435226,0.0004123508,0.0001827911,0.4343475,0.0003568504],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964153,0.00009057893,0.00006687663,0.000071683,0.001136317,0.00008235973,0.000002633499,0.00002432038,0.03437227],"genre_scores_gemma":[0.9975762,0.0002124923,0.0007062875,0.00005389769,0.001338953,4.723623e-7,0.000001865077,0.00001122393,0.00009854823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4182341,"threshold_uncertainty_score":0.2372054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529279279177867,"score_gpt":0.3237018481828539,"score_spread":0.2984090553910752,"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."}}