{"id":"W7010780441","doi":"","title":"Job Recruitment & Retention in Rural Ontario: A Model of Physician Recruitment, Applied to the Recruitment of Local Government Professionals in Bruce County","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Local government; Context (archaeology); Rural area; Human resources; Rural management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004867963,0.0003582612,0.0003939654,0.001760046,0.007266099,0.004011192,0.00267023,0.001398534,0.004147181],"category_scores_gemma":[0.006163069,0.0004032412,0.0006111868,0.002689226,0.003158309,0.001674616,0.00238055,0.0009246772,0.0003635279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04740283,"about_ca_system_score_gemma":0.07147638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8161595,"about_ca_topic_score_gemma":0.9058196,"domain_scores_codex":[0.9974726,0.001417561,0.00006998939,0.0001931297,0.0003495519,0.0004971112],"domain_scores_gemma":[0.9973628,0.0008081014,0.0004126941,0.00006356112,0.0006736343,0.0006791741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005865176,0.002508902,0.4760547,0.001563877,0.0001725295,0.003856726,0.2133575,0.01977028,0.00156535,0.1280426,0.01764741,0.1348737],"study_design_scores_gemma":[0.0004683334,0.002224497,0.4038436,0.001531602,0.0002705488,0.0009076408,0.3931601,0.09947684,0.0003909897,0.02316219,0.07434229,0.0002213381],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8802115,0.001372369,0.01256007,0.01177372,0.0001197871,0.002129441,0.0003759847,0.00007817779,0.09137889],"genre_scores_gemma":[0.973605,0.001223393,0.00826435,0.0004577793,0.00001811176,0.0009245122,0.0001353996,0.00001234755,0.01535912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1838405,"threshold_uncertainty_score":0.3698463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.313744539342063,"score_gpt":0.4441407310210402,"score_spread":0.1303961916789772,"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."}}