{"id":"W2516880559","doi":"10.1002/cdq.12060","title":"Career Development of Chinese Canadian Professional Immigrants","year":2016,"lang":"en","type":"article","venue":"The Career Development Quarterly","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Prosperity; Career development; Vocational education; Professional development; Prejudice (legal term); Sociology; Political science; Context (archaeology); Public relations; Gender studies; Economic growth; Psychology; Pedagogy; Social psychology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083328,0.00027501,0.0002396859,0.001085182,0.009723755,0.0019459,0.0006367168,0.0005909661,0.003273796],"category_scores_gemma":[0.002236317,0.000169413,0.000311764,0.001300027,0.001128757,0.0004819,0.002308903,0.0009078736,0.0003770147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01077761,"about_ca_system_score_gemma":0.03891346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8032869,"about_ca_topic_score_gemma":0.9155331,"domain_scores_codex":[0.9991601,0.00008536004,0.00002123094,0.00004082789,0.0001410009,0.0005515257],"domain_scores_gemma":[0.9980924,0.00009008536,0.0001950613,0.00002767719,0.0005412998,0.001053668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002154898,0.0003211593,0.6873668,0.000126826,0.00001543916,0.001603204,0.2510491,0.0001037419,0.0007271011,0.001896161,0.01127596,0.04529888],"study_design_scores_gemma":[0.00001255344,0.0001322751,0.6376489,0.0001935871,0.00001288769,0.0003799033,0.3407278,0.0002120701,0.0001230768,0.0002069514,0.02030877,0.0000410491],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947892,0.0003355923,0.00001283281,0.000683732,0.0000234257,0.00001329373,0.00007101122,0.000001425535,0.004069376],"genre_scores_gemma":[0.9936326,0.0006993548,0.00005478606,0.0003049168,0.000006332277,0.0000175067,0.0001282709,0.000002323466,0.005154055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1967131,"threshold_uncertainty_score":0.3957431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843743469285247,"score_gpt":0.3469044580222157,"score_spread":0.3084670233293632,"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."}}