{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008001713,0.0001159364,0.0002663538,0.0001382504,0.0001098551,0.000008418489,0.000181326,0.000098518,0.0007689],"category_scores_gemma":[0.000445869,0.0001072339,0.00003889711,0.0002177987,0.00008231981,0.0002385311,0.00002641145,0.0002703036,0.00002894987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080907,"about_ca_system_score_gemma":0.0003370047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01078311,"about_ca_topic_score_gemma":0.09283373,"domain_scores_codex":[0.9981926,0.0001195237,0.0009175354,0.0001952829,0.0003510766,0.0002239896],"domain_scores_gemma":[0.9985543,0.0002745958,0.000472516,0.00009551916,0.0005375789,0.00006546611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001965433,0.0004417157,0.8047027,0.002044573,0.00007085201,0.000007858572,0.02000591,0.00001290566,0.000189249,0.06296108,0.03725168,0.07211494],"study_design_scores_gemma":[0.0005559921,0.00004449091,0.617101,0.06951768,0.00003802027,0.00001040816,0.001736913,0.00005852618,0.00002529765,0.002821953,0.3078932,0.0001965423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7175543,0.03863872,0.0004807885,0.02329015,0.01265022,0.002640831,0.0000270833,0.0001129299,0.204605],"genre_scores_gemma":[0.9793778,0.007704125,0.0009399977,0.002549737,0.0003121867,0.00004114462,0.0002277973,0.00001787659,0.008829336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2706415,"threshold_uncertainty_score":0.9958042,"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."}}