{"id":"W4390927591","doi":"10.1515/9780776625645-012","title":"Chapter 9 Recruitment and Retention of Bilingual Health and Social Service Professionals in Francophone Minority Communities in Winnipeg and Ottawa","year":2017,"lang":"en","type":"book-chapter","venue":"University of Ottawa Press eBooks","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Saint-Boniface","funders":"","keywords":"French; Health professionals; Social work; Psychology; Gerontology; Sociology; Political science; Medicine; History; Health care; Archaeology","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":[0.001441682,0.0003930434,0.0003119703,0.0008209735,0.009532678,0.003622806,0.001405014,0.001407517,0.01838575],"category_scores_gemma":[0.001876874,0.0003911061,0.0002833871,0.001504385,0.001352529,0.001024846,0.002093983,0.001029201,0.001712603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03124125,"about_ca_system_score_gemma":0.08013504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9224448,"about_ca_topic_score_gemma":0.9790844,"domain_scores_codex":[0.9989343,0.0001312661,0.00004186679,0.000105493,0.0003142847,0.0004727678],"domain_scores_gemma":[0.999238,0.0001020907,0.0000307168,0.00001706937,0.0002640373,0.0003480813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002117224,0.0001910433,0.01070475,0.001534378,0.00001673083,0.001336327,0.1824466,0.0002282358,0.004386926,0.03055425,0.4529382,0.3154509],"study_design_scores_gemma":[0.00002049165,0.00007265587,0.02337309,0.0009952915,0.00001361101,0.0003293506,0.05182265,0.00006338397,0.000685213,0.0006592257,0.9219298,0.00003522333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2253553,0.067279,0.002841812,0.05357404,0.00405898,0.002826135,0.003116254,0.0002572214,0.6406914],"genre_scores_gemma":[0.2019868,0.02669976,0.004982833,0.006455993,0.0001559178,0.0009404974,0.001882909,0.0001772403,0.7567181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9224448,"threshold_uncertainty_score":0.2266722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073323136750305,"score_gpt":0.3250076607798283,"score_spread":0.2176753471047978,"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."}}