{"id":"W2330070843","doi":"10.1097/00006223-200309000-00006","title":"Faculty Preparation for the Preceptorship Experience","year":2003,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Alberta Hospital Edmonton; University of Calgary; University of Alberta","funders":"","keywords":"Psychology; Medical education; Medicine","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":[0.000500867,0.0000736612,0.00006561987,0.00001946618,0.0006905365,0.00007647023,0.0001747423,0.00004989353,0.0005929606],"category_scores_gemma":[0.001176244,0.00005407476,0.00005277276,0.0001614247,0.0002612058,0.0001268865,0.000002119731,0.00006791201,0.00007354894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009684811,"about_ca_system_score_gemma":0.0004251772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000176443,"about_ca_topic_score_gemma":0.000355799,"domain_scores_codex":[0.9991552,0.0001608745,0.0001021497,0.0001662287,0.0001741522,0.0002413905],"domain_scores_gemma":[0.9993435,0.000282376,0.00005253736,0.0001487189,0.00008956486,0.00008327159],"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":[0.000006463599,0.00009530524,0.008936843,0.000002953116,0.000009936612,7.975715e-9,0.858788,5.635717e-7,0.00001046572,0.04764319,0.08265428,0.001851953],"study_design_scores_gemma":[0.00004764717,0.000008293869,0.003374142,0.000002056075,0.000006461919,8.792431e-8,0.4666519,4.840867e-7,0.0002043261,0.0002325003,0.5294221,0.00005004242],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7301736,0.001718106,0.0008033967,0.1865427,0.01810515,0.002709696,0.00001268254,0.0002927553,0.0596419],"genre_scores_gemma":[0.9831131,0.000008710414,0.0003544317,0.0003870202,0.0006442735,0.000574054,0.000003702064,0.000007035904,0.01490768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4467678,"threshold_uncertainty_score":0.6492503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2131889385602127,"score_gpt":0.4832775968592023,"score_spread":0.2700886582989895,"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."}}