{"id":"W2674205021","doi":"","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":"Project Muse (Johns Hopkins University)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Term (time); Competence (human resources); Psychology; Pedagogy; Sociology; Gender studies; Social psychology; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006862354,0.0004279455,0.0005658657,0.00286479,0.009269686,0.003963298,0.002299489,0.001610913,0.007111951],"category_scores_gemma":[0.008326958,0.0001992737,0.0005322034,0.007872047,0.00507762,0.002071546,0.00280814,0.003065067,0.0002120204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07181858,"about_ca_system_score_gemma":0.2006512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931165,"about_ca_topic_score_gemma":0.9970545,"domain_scores_codex":[0.9959958,0.0006425785,0.0001478954,0.0002837359,0.0009414374,0.001988498],"domain_scores_gemma":[0.9933061,0.001170431,0.0004943946,0.0002173034,0.002958166,0.001853606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003858062,0.0001603552,0.1645398,0.002402083,0.0001918172,0.002002645,0.1800601,0.000326279,0.000623235,0.1948911,0.1228581,0.3315586],"study_design_scores_gemma":[0.0001095479,0.0001031715,0.3977721,0.004959785,0.0003530845,0.000469022,0.2429713,0.0004036176,0.0005868892,0.01073932,0.3412598,0.0002723714],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5270815,0.1113433,0.0008127579,0.236265,0.002588117,0.0002066118,0.002782989,0.00005557493,0.1188642],"genre_scores_gemma":[0.948882,0.02569222,0.0006610527,0.0171473,0.0001774206,0.00005538923,0.0004396267,0.00002513821,0.006919998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07181858,"threshold_uncertainty_score":0.5210828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09779708141715043,"score_gpt":0.4160603394645623,"score_spread":0.3182632580474119,"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."}}