{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004333596,0.00005939489,0.0001429538,0.0000541206,0.00006994447,0.000005793642,0.0001402991,0.000007365407,0.00001752972],"category_scores_gemma":[0.0001330341,0.00002665946,0.00001839556,0.00007032594,0.00005010164,0.00005344746,0.00001953703,0.00005449724,0.000003631985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296847,"about_ca_system_score_gemma":0.00005041764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02331974,"about_ca_topic_score_gemma":0.0820895,"domain_scores_codex":[0.9993236,0.00009861057,0.00021144,0.00003762176,0.0002009395,0.000127791],"domain_scores_gemma":[0.9994131,0.0002404491,0.0001514998,0.0000897721,0.00008066716,0.00002444968],"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":[0.0001358719,0.00003709197,0.003489409,0.00001208801,0.00009753792,0.000005271707,0.005360945,0.00000504655,0.0007810231,0.0001020839,0.9758513,0.01412234],"study_design_scores_gemma":[0.002722519,0.000404454,0.1192692,0.001520466,0.0003661557,0.00009348091,0.09238124,0.000007277679,0.003720098,0.00400841,0.7752318,0.0002748829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7829661,0.00369973,0.000007182807,0.1886458,0.01218664,0.0001714317,0.000001114992,0.000009178033,0.01231283],"genre_scores_gemma":[0.9913483,0.0004701132,0.00001564652,0.0003567112,0.0001571998,0.000001034346,4.585328e-8,0.000005412161,0.007645553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083822,"threshold_uncertainty_score":0.983184,"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."}}