{"id":"W4205909621","doi":"10.7202/1084960ar","title":"The Right Doctor for the Job: International Medical Graduates Negotiating Pathways to Employment in Australia","year":2020,"lang":"en","type":"article","venue":"Diversité urbaine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Accreditation; Politics; Creativity; Public relations; Ethnography; Competence (human resources); Health care; Political science; Sociology; Psychology; Social psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006826376,0.0002345109,0.0003231779,0.0006413436,0.01244502,0.005718395,0.001050171,0.002291874,0.002613142],"category_scores_gemma":[0.008866794,0.0004712653,0.0001783738,0.0005199311,0.009070783,0.00343829,0.009313216,0.004097844,0.0003036877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003912563,"about_ca_system_score_gemma":0.009190519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02505722,"about_ca_topic_score_gemma":0.06096395,"domain_scores_codex":[0.994049,0.004080609,0.0001033551,0.0001936145,0.0003982855,0.001175228],"domain_scores_gemma":[0.9954732,0.001453337,0.0006297379,0.00008853802,0.0002812268,0.002073924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001049779,0.00004283293,0.004981004,0.00004013296,0.000001651271,0.0005853336,0.9873825,0.00001578697,0.0003298435,0.001944785,0.0005597663,0.004105818],"study_design_scores_gemma":[0.000002774046,0.00004065033,0.004044021,0.000110728,0.000001772174,0.0001640748,0.9872312,0.00003582248,0.00003505581,0.0003790352,0.007947595,0.00000720824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761171,0.000630523,0.0004357772,0.0122341,0.0001007692,0.00005248934,0.000006498054,0.00000480375,0.01041789],"genre_scores_gemma":[0.9933404,0.0006869,0.0004928884,0.002356735,0.00003057949,0.00002746059,0.000006413459,0.00000609343,0.003052535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02505722,"threshold_uncertainty_score":0.04982275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09212429468598314,"score_gpt":0.4036500304838829,"score_spread":0.3115257357978998,"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."}}