{"id":"W4408772892","doi":"10.32920/28646120.v1","title":"Improving a Culture of Knowledge Transfer in a School of Nursing","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge transfer; Nursing; Psychology; Business; Medicine; Knowledge management; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06031743,0.0004985837,0.0005679798,0.00350581,0.0280593,0.01988616,0.003562237,0.003209825,0.005279305],"category_scores_gemma":[0.05934738,0.0007417865,0.0006592369,0.002125934,0.03444231,0.01267889,0.03363816,0.007572001,0.0008395459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02100872,"about_ca_system_score_gemma":0.04797833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009995596,"about_ca_topic_score_gemma":0.01179543,"domain_scores_codex":[0.9385906,0.04252369,0.001960715,0.003664258,0.009312917,0.003947657],"domain_scores_gemma":[0.924875,0.03035934,0.006734739,0.008570699,0.0114625,0.01799766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005353174,0.0007949389,0.02825715,0.0003818056,0.00004222157,0.0005404234,0.8330942,0.0003835578,0.001050734,0.02485373,0.006227023,0.1043206],"study_design_scores_gemma":[0.00005382436,0.0005743132,0.03078211,0.001017694,0.00003482218,0.0003313623,0.8324215,0.0007715872,0.001256719,0.02423088,0.1083867,0.0001385069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524058,0.0011922,0.01155988,0.06038041,0.0005571449,0.0006689779,0.00002829367,0.0002420938,0.07296529],"genre_scores_gemma":[0.9891677,0.0003147582,0.004630797,0.002414765,0.00005061075,0.0001710612,0.00001590434,0.00004230034,0.003192183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06031743,"threshold_uncertainty_score":0.3189929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.057029508914014,"score_gpt":0.391228037830702,"score_spread":0.3341985289166881,"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."}}