{"id":"W167952610","doi":"10.17483/2368-6669.1018","title":"Confronting the Social Mandate for Nursing Scholarship – One School of Nursing’s Journey","year":2014,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Scholarship; Mandate; Nurse education; Workforce; Nursing research; Nursing; Sociology; Medicine; Medical education; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004527019,0.0002876312,0.0005416275,0.0002934813,0.001828572,0.00005693477,0.0003955566,0.0002762418,0.0001930057],"category_scores_gemma":[0.001396643,0.0002772462,0.0001136895,0.0004719813,0.0002438918,0.001310147,0.00002314388,0.0007908358,0.00007187793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553331,"about_ca_system_score_gemma":0.0005902863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006275929,"about_ca_topic_score_gemma":0.00004999697,"domain_scores_codex":[0.9942908,0.001739842,0.002157662,0.0003525219,0.0006243666,0.0008347912],"domain_scores_gemma":[0.9958252,0.001003726,0.001755217,0.0004672539,0.0007744905,0.0001740684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000774509,0.002200944,0.01242709,0.002565918,0.00003141088,3.707449e-8,0.1119959,0.0004878784,0.0005615178,0.4222235,0.01830711,0.4284241],"study_design_scores_gemma":[0.006998258,0.0004944405,0.1404997,0.06232791,0.0002231662,0.000006255053,0.2888395,0.003126747,0.001263492,0.2463839,0.2485391,0.001297437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6875381,0.0020814,0.1340613,0.08203225,0.0123592,0.009755641,0.0001230581,0.000395032,0.071654],"genre_scores_gemma":[0.9837293,0.000108768,0.01168638,0.001235174,0.001065308,0.0005059103,0.0003298702,0.00004841276,0.001290875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4271267,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390446286183346,"score_gpt":0.5477843294941488,"score_spread":0.4087397008758141,"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."}}