{"id":"W7127552931","doi":"","title":"Experiences of Baccalaureate Prepared Nurses on Their Transition to Novice Faculty Members","year":2025,"lang":"","type":"article","venue":"ScholarWorks (Walden University)","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Nurse education; Nursing shortage; Qualitative research; Health care; Economic shortage; Quality (philosophy); Transition (genetics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002902328,0.0004364441,0.0004878135,0.001457994,0.0006344343,0.0002234578,0.000826593,0.0003036881,0.0005313415],"category_scores_gemma":[0.00009541365,0.0004915948,0.0002800035,0.002960496,0.0002083935,0.0007456208,0.00010337,0.0004954208,0.00004585592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009126872,"about_ca_system_score_gemma":0.0001976202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002136413,"about_ca_topic_score_gemma":0.0001414964,"domain_scores_codex":[0.9973296,0.0003927881,0.0004161446,0.000896332,0.0004244266,0.0005407051],"domain_scores_gemma":[0.9982752,0.0001330604,0.0002302677,0.0007373926,0.0003422383,0.0002818856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.008297799,0.003742032,0.0005342595,0.0006111531,0.001052048,0.00004959116,0.7182096,0.008163919,0.003872792,0.01095201,0.1236658,0.120849],"study_design_scores_gemma":[0.002077208,0.0006096018,0.002001405,0.003356253,0.0005689684,0.000001577593,0.5162372,0.0004626508,0.02233157,0.0001371425,0.4515292,0.0006872162],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963264,0.0001612748,0.0009763092,0.01057616,0.01117579,0.001447189,0.00005647566,0.000170762,0.07910962],"genre_scores_gemma":[0.9424468,0.00004843991,0.0003184406,0.001014578,0.00007732519,0.000006976949,0.00004905486,0.00002545575,0.05601296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278634,"threshold_uncertainty_score":0.9997536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571284487964846,"score_gpt":0.2859193983827947,"score_spread":0.2702065535031463,"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."}}