{"id":"W2095009017","doi":"10.1155/2012/790182","title":"Preceptorship and Mentorship","year":2012,"lang":"en","type":"article","venue":"Nursing Research and Practice","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Mentorship; Medicine; Medical education; Engineering ethics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007093375,0.00008243803,0.00008295733,0.0001080517,0.0002590767,0.00007763196,0.00007910591,0.0001097625,0.0003334668],"category_scores_gemma":[0.001923499,0.00007450661,0.000007237719,0.0001630985,0.000196636,0.0003685724,0.0000370706,0.0005654367,0.0001843213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007758527,"about_ca_system_score_gemma":0.00002150094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004389308,"about_ca_topic_score_gemma":1.922699e-7,"domain_scores_codex":[0.9977183,0.0008372531,0.0001185833,0.0002157638,0.0003649262,0.0007451288],"domain_scores_gemma":[0.9969658,0.002365947,0.00003848742,0.0001418376,0.00007213343,0.0004158348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001211745,0.0009430442,0.0354388,0.00005822036,0.0001084787,0.00001014173,0.09571276,1.912253e-8,0.001834794,0.08276583,0.3090484,0.4728678],"study_design_scores_gemma":[0.0004688113,0.0002432106,0.04353509,0.0001577213,0.00001900218,0.0001843878,0.0129494,5.710116e-7,0.0003184651,0.002129533,0.939824,0.0001698392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3853537,0.01380713,0.00004489865,0.01283231,0.00334591,0.0002616661,0.000001552686,0.00005824717,0.5842946],"genre_scores_gemma":[0.981267,0.0002613,0.00114058,0.0001257122,0.0006726905,0.00003134458,0.000002590346,0.00001450855,0.01648422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6307756,"threshold_uncertainty_score":0.3651228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.244100369123404,"score_gpt":0.5210619273274589,"score_spread":0.2769615582040549,"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."}}