{"id":"W2004518819","doi":"10.1111/1540-4781.t01-1-00157","title":"Learning Language for Work and Life: The Linguistic Socialization of Immigrant Canadians Seeking Careers in Healthcare","year":2002,"lang":"en","type":"article","venue":"Modern Language Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic; University of British Columbia","funders":"","keywords":"Socialization; Workforce; Immigration; Context (archaeology); Curriculum; Language barrier; Psychology; Pedagogy; Health care; Face (sociological concept); Sociology; Medical education; Nursing; Public relations; Social psychology; Political science; Medicine; Social science","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":[0.002854974,0.0003996982,0.0005145067,0.001669649,0.0226941,0.005481169,0.001268306,0.001020814,0.002882666],"category_scores_gemma":[0.004980979,0.0002778926,0.0003141862,0.00190674,0.008973674,0.001642109,0.005769509,0.001956996,0.000158561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01610267,"about_ca_system_score_gemma":0.03603758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8413098,"about_ca_topic_score_gemma":0.9169055,"domain_scores_codex":[0.9977672,0.0006793672,0.00005241226,0.0001162938,0.0004248936,0.0009598219],"domain_scores_gemma":[0.9975237,0.0004721754,0.0003666097,0.00004734557,0.0005217575,0.001068344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002715803,0.00004000983,0.02546177,0.00003981877,0.000005190868,0.0005779153,0.9652504,0.00001309,0.0002746146,0.0006711656,0.0004647707,0.007174116],"study_design_scores_gemma":[0.00000125709,0.00001377491,0.01050794,0.00002717009,0.00000256538,0.00008847185,0.9872895,0.00001099043,0.00001897731,0.0000594062,0.001971521,0.00000843039],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921715,0.0004921368,0.00005083823,0.001696144,0.00002606265,0.00001680586,0.00001771033,0.000002980515,0.005525769],"genre_scores_gemma":[0.997328,0.0005791613,0.00007141461,0.0004185464,0.000009334268,0.00001125501,0.00001759811,0.00000378611,0.00156084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586902,"threshold_uncertainty_score":0.3192494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914771902434136,"score_gpt":0.3747691416560101,"score_spread":0.3356214226316687,"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."}}