{"id":"W2093501273","doi":"10.1111/j.1466-7657.2007.00564.x","title":"Acculturation and socialization: voices of internationally educated nurses in Ontario","year":2007,"lang":"en","type":"article","venue":"International Nursing Review","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Australian Government","keywords":"Nursing; Socialization; Licensure; Nurse education; Privilege (computing); Narrative; Dream; Mentorship; Mainland; Medicine; Psychology; Medical education; Political 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":[0.002627848,0.0004101491,0.0005251284,0.001037592,0.01771774,0.005659452,0.0015817,0.001432687,0.003352242],"category_scores_gemma":[0.004924926,0.0002906764,0.0002407305,0.001995052,0.009669024,0.002044854,0.005759613,0.002188642,0.0001840787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03319477,"about_ca_system_score_gemma":0.04619749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9055944,"about_ca_topic_score_gemma":0.9638476,"domain_scores_codex":[0.997053,0.0007932942,0.00007521687,0.0001706483,0.0008148747,0.001092878],"domain_scores_gemma":[0.9955837,0.001041689,0.0006875182,0.0001156917,0.0009728255,0.001598593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009182666,0.000007672624,0.007088548,0.00003056986,0.000002142396,0.0004574544,0.9871451,0.000007769615,0.000153951,0.0006844914,0.0007482059,0.003664937],"study_design_scores_gemma":[0.000001322823,0.00001366718,0.007595481,0.00005886569,0.000003216201,0.0001252186,0.9711444,0.00001101429,0.00003383485,0.00006203219,0.02094184,0.00000925702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638231,0.001716543,0.0001061211,0.00603197,0.0001041897,0.00002534925,0.00003926124,0.000007850586,0.02814563],"genre_scores_gemma":[0.9850081,0.001788666,0.00008709941,0.001158848,0.000027185,0.0000202696,0.00003194237,0.00001446419,0.01186323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09440559,"threshold_uncertainty_score":0.240846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876059364572808,"score_gpt":0.5050096755825255,"score_spread":0.4462490819367975,"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."}}