{"id":"W4412117238","doi":"10.1111/capa.70023","title":"Front‐Liners on the Sidelines: The Credential Recognition Experiences of Filipino Internationally Educated Nurses","year":2025,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Ministry of Education and Child Care; Government of British Columbia","funders":"","keywords":"Deskilling; Credential; Accreditation; Credentialing; Pace; Public relations; Nursing; Political science; Medicine; Economic growth; Medical education","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":[0.002013902,0.0005101901,0.0004933089,0.0008632015,0.02000592,0.00527128,0.001137267,0.00122169,0.004196561],"category_scores_gemma":[0.004521621,0.0003204394,0.0002394338,0.0008444875,0.008433086,0.002858283,0.007230614,0.003639274,0.0003564456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126194,"about_ca_system_score_gemma":0.01097954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4219267,"about_ca_topic_score_gemma":0.6660824,"domain_scores_codex":[0.997947,0.0005376011,0.00004413109,0.0001017586,0.0002670129,0.001102548],"domain_scores_gemma":[0.9966936,0.0007019379,0.0004344987,0.0001032365,0.0005169562,0.001549712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003268568,0.00003865705,0.0133191,0.00003294272,0.00000318679,0.0007302096,0.9787285,0.00001972215,0.0003148215,0.0004068844,0.001121577,0.005251581],"study_design_scores_gemma":[5.766059e-7,0.00001233148,0.00324189,0.00003269358,0.000001369954,0.00006632575,0.9944187,0.00001048265,0.00003431353,0.00002292876,0.002152411,0.000005904027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935114,0.0001789327,0.00005335779,0.001112933,0.00004220337,0.000009309097,0.00001564303,0.000003033379,0.005073197],"genre_scores_gemma":[0.9958659,0.0002206262,0.0000450419,0.0003797844,0.000009874982,0.000006964975,0.00001191308,0.000004316995,0.003455474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4219267,"threshold_uncertainty_score":0.8389417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06920688332698621,"score_gpt":0.4232391738560058,"score_spread":0.3540322905290196,"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."}}