{"id":"W2790945994","doi":"10.1097/01.nep.0000000000000261","title":"What Is the Value of Nurse Educator Certification? A Comparison Study of Certified and Noncertified Nurse Educators","year":2018,"lang":"en","type":"article","venue":"Nursing Education Perspectives","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgian College","funders":"","keywords":"Certification; Nursing; Excellence; Nurse educator; Medicine; Nurse education; Professional certification (computer technology); Psychology; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007137719,0.000109859,0.0003956648,0.001051323,0.001084439,0.002320766,0.0003839749,0.0005589262,0.001990248],"category_scores_gemma":[0.02962465,0.0001953814,0.000242779,0.0006530439,0.0008380836,0.001251326,0.001257825,0.0009171073,0.0001720647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677136,"about_ca_system_score_gemma":0.002887888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485088,"about_ca_topic_score_gemma":0.01785053,"domain_scores_codex":[0.9967778,0.001520498,0.0002023271,0.0001780426,0.0008371617,0.0004841178],"domain_scores_gemma":[0.9816871,0.008552217,0.003230691,0.0003042611,0.003157666,0.003067865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002686055,0.0008313039,0.9468753,0.00007208242,0.00003542813,0.0002887499,0.03168903,0.00002069396,0.0003698613,0.0001604994,0.00033742,0.01905103],"study_design_scores_gemma":[0.0000503075,0.001363146,0.8590189,0.0001282571,0.00003031234,0.0005086968,0.1364949,0.0001051627,0.0002595598,0.00009204436,0.001930365,0.00001839125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993292,0.0000769079,0.00001820583,0.00009252423,0.000006652882,0.000006459291,0.000006024041,3.968454e-7,0.0004636839],"genre_scores_gemma":[0.9995889,0.00007156735,0.00003158259,0.00008419436,0.0000049759,0.000007555916,0.00001120165,8.109806e-7,0.0001992116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007137719,"threshold_uncertainty_score":0.03774828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030064389189484,"score_gpt":0.3966463166397687,"score_spread":0.3663456727478738,"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."}}