{"id":"W2307092001","doi":"10.1177/1060826515624414","title":"Men Nurses in Atlantic Canada","year":2016,"lang":"en","type":"article","venue":"The Journal of Men s Studies","topic":"Nursing education and management","field":"Nursing","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Workforce; Economic shortage; Nursing; Job security; Nursing shortage; Career Pathways; Medicine; Job satisfaction; Health care; Psychology; Medical education; Nurse education; Political science; Social psychology; Work (physics)","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":[0.0013511,0.0002208155,0.0003759481,0.00096587,0.01399355,0.002708364,0.001264536,0.0008756383,0.008631304],"category_scores_gemma":[0.002482259,0.0004129042,0.0003316205,0.002223033,0.001357913,0.0005244968,0.00243966,0.001230404,0.0005933063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05591039,"about_ca_system_score_gemma":0.134724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991832,"about_ca_topic_score_gemma":0.998255,"domain_scores_codex":[0.9973397,0.0002010188,0.00005625298,0.0001464652,0.0008298384,0.001426772],"domain_scores_gemma":[0.9962192,0.0001331957,0.0002578975,0.00003372909,0.001000343,0.002355597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004379704,0.0003930798,0.6488497,0.0006232533,0.00005428978,0.003120774,0.1140719,0.0002367832,0.001662999,0.007471601,0.0948829,0.1281947],"study_design_scores_gemma":[0.00005210206,0.0002201351,0.6245847,0.0005668739,0.0000445982,0.0006225713,0.1931529,0.0003018346,0.0003517178,0.0003694022,0.1796531,0.00007994876],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210324,0.004487308,0.0001724766,0.01810366,0.0006902572,0.0002097442,0.0009509484,0.00004674098,0.05430645],"genre_scores_gemma":[0.9465814,0.00468997,0.000377579,0.009098387,0.0001250454,0.000077824,0.0004238651,0.00002661723,0.03859941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05591039,"threshold_uncertainty_score":0.4056602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505534084536938,"score_gpt":0.3164785184540329,"score_spread":0.2914231776086635,"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."}}