{"id":"W4401769007","doi":"10.5430/jnep.v14n12p20","title":"The impact of nursing faculty practice on education, scholarship, and service","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nebraska Medical Center","keywords":"Scholarship; Nursing; Service (business); Nurse education; Medicine; Medical education; Psychology; Political science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01717946,0.000207664,0.0004025618,0.001902206,0.001461198,0.003673163,0.000816584,0.0008545825,0.003978941],"category_scores_gemma":[0.1123066,0.0001368845,0.0003413232,0.002030365,0.002873633,0.002157461,0.004113843,0.0008120234,0.000647555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003915713,"about_ca_system_score_gemma":0.006690959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068947,"about_ca_topic_score_gemma":0.005272991,"domain_scores_codex":[0.9674441,0.01507256,0.002760946,0.0008454067,0.01158055,0.002296422],"domain_scores_gemma":[0.8871694,0.04928608,0.02823869,0.002784292,0.01841108,0.01411049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003098083,0.0008862645,0.7474468,0.0004102587,0.00009996258,0.0001628922,0.01722624,0.0004305728,0.0007495911,0.001068826,0.002166627,0.229042],"study_design_scores_gemma":[0.00001657586,0.001435479,0.9592628,0.000383011,0.00003056505,0.0003560794,0.03043804,0.0005725253,0.0008761203,0.0009526004,0.005643527,0.00003257424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842904,0.0009577557,0.0009080622,0.002296045,0.00005379493,0.00008083219,0.0001431168,0.00004656948,0.0112235],"genre_scores_gemma":[0.9989148,0.0001843699,0.0003760001,0.00007908572,0.00002090541,0.00002905771,0.00004795094,0.00000530053,0.000342431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717946,"threshold_uncertainty_score":0.09085476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109983274946354,"score_gpt":0.4938043711856157,"score_spread":0.3828060436909802,"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."}}