{"id":"W2607573196","doi":"10.3138/cmlr.2911","title":"Chinese Students in Canadian Higher Education: A Case for Reining in Our Use of the Term “Generation 1.5”","year":2017,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Competence (human resources); Term (time); Psychology; Foreign language; Mathematics education; Pedagogy; Sociology; Social psychology; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01145799,0.0006143806,0.000602946,0.003233426,0.04909636,0.01054378,0.003945958,0.002536262,0.005019287],"category_scores_gemma":[0.01043462,0.0005352673,0.0006807243,0.00761573,0.01650403,0.00372083,0.01017698,0.006221655,0.0003494043],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08305573,"about_ca_system_score_gemma":0.1894744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860768,"about_ca_topic_score_gemma":0.9926757,"domain_scores_codex":[0.9886696,0.002287154,0.0002816436,0.0008071082,0.002395859,0.005558617],"domain_scores_gemma":[0.9854826,0.001838089,0.0008506792,0.0005702066,0.004751948,0.006506588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000604425,0.00007748148,0.05596331,0.0001148778,0.00001597195,0.002055533,0.8870446,0.00003756076,0.0003756332,0.02096654,0.009275367,0.02401267],"study_design_scores_gemma":[0.000007108334,0.00002179369,0.02701315,0.000232833,0.0000159541,0.0002772309,0.9341393,0.00008658014,0.0001285596,0.001264047,0.03673826,0.0000751657],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988174,0.003303176,0.0004299311,0.05260878,0.0005724323,0.0001329556,0.0002203097,0.00002237764,0.04389265],"genre_scores_gemma":[0.9849225,0.001562669,0.0004942907,0.007656569,0.00004645346,0.0000391365,0.00009144554,0.00002241722,0.005164354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9169443,"threshold_uncertainty_score":0.6026143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08266508138645412,"score_gpt":0.4354840779153832,"score_spread":0.3528189965289291,"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."}}