{"id":"W4386595421","doi":"10.24124/2023/59416","title":"Preceptor orientation package","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology; University of British Columbia","funders":"University of Northern British Columbia","keywords":"Preceptor; Practicum; Medical education; Orientation (vector space); Nursing; Psychology; Medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0144588,0.0006091389,0.0006055699,0.001743754,0.001604709,0.002337373,0.002257419,0.001105278,0.05974619],"category_scores_gemma":[0.0299815,0.0006494172,0.0009090235,0.001278511,0.0006127832,0.001610886,0.004744556,0.00350139,0.02424573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0039186,"about_ca_system_score_gemma":0.03131155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262483,"about_ca_topic_score_gemma":0.006467376,"domain_scores_codex":[0.9930269,0.002755029,0.0004794296,0.0004820488,0.002455737,0.0008009702],"domain_scores_gemma":[0.9695962,0.007783489,0.001870342,0.00268625,0.01078422,0.007279523],"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":[0.0006154461,0.003616848,0.002948591,0.00193349,0.00002367179,0.0001907585,0.003028331,0.0006741697,0.001693291,0.00646398,0.1511224,0.827689],"study_design_scores_gemma":[0.0009364061,0.003760557,0.02960491,0.00276128,0.00008833681,0.0005693457,0.002768267,0.0008895709,0.002810815,0.00705211,0.9486129,0.0001455793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1684383,0.003549685,0.1936513,0.03638105,0.005442622,0.102181,0.009633469,0.0128051,0.4679173],"genre_scores_gemma":[0.1494318,0.004678107,0.5128323,0.01345743,0.0009269974,0.06554832,0.00685219,0.00107323,0.2451996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05974619,"threshold_uncertainty_score":0.1998709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770629998701896,"score_gpt":0.3372148025417272,"score_spread":0.3195085025547083,"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."}}