{"id":"W4295786655","doi":"10.22329/jtl.v16i2.7014","title":"Education Environment and Role Transition of Internationally Educated Nurses Enrolled in a Practical Nursing Bridging Program in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Bridging (networking); Pace; Descriptive statistics; Perception; Psychology; Medical education; Nursing; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001824421,0.00007105486,0.0002094292,0.0001884893,0.0004238873,0.000007808227,0.00004385494,0.00003445166,0.00008237812],"category_scores_gemma":[0.0002655333,0.00007214554,0.00001726107,0.00005964971,0.00001764497,0.0001236772,0.00002044841,0.002768298,9.273923e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632129,"about_ca_system_score_gemma":0.002019831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7233709,"about_ca_topic_score_gemma":0.3429463,"domain_scores_codex":[0.9974449,0.001433429,0.0005637883,0.0001003483,0.0002721966,0.0001853423],"domain_scores_gemma":[0.999038,0.0003458091,0.0004762862,0.00003437768,0.00002974986,0.00007574477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005485974,0.000848354,0.6616602,0.0001043916,0.00002244376,0.0000220834,0.1499957,0.008871217,0.0003482423,0.000241484,0.000482119,0.1768552],"study_design_scores_gemma":[0.001899481,0.0006172655,0.678831,0.003064637,0.00003534551,0.0001690209,0.2806855,0.006426512,0.000004254393,0.0002837232,0.02782447,0.0001587955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946178,0.0004175821,0.0000328772,0.003392918,0.0002899826,0.0002492624,4.588421e-7,0.000004471443,0.0009946947],"genre_scores_gemma":[0.9971758,0.00001801132,0.002245442,0.0001447859,0.00005410969,0.00001888559,0.000005966138,0.000007770098,0.0003292835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3804246,"threshold_uncertainty_score":0.9995323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576055857550809,"score_gpt":0.3875940335083268,"score_spread":0.3718334749328187,"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."}}