{"id":"W2070984803","doi":"10.3928/00220124-20090301-09","title":"Keeping the Center of Nursing Alive: A Framework for Preceptor Discernment and Accountability","year":2009,"lang":"en","type":"article","venue":"The Journal of Continuing Education in Nursing","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Discernment; Preceptor; Practicum; Accountability; Nursing; Nurse educator; Psychology; Medical education; Medicine; Pedagogy; Nurse education; Political science","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":[0.002897138,0.0000582956,0.0001277454,0.00004973899,0.0003857955,0.00007956393,0.0001915924,0.0000501375,0.00003880785],"category_scores_gemma":[0.001068763,0.00004070275,0.00004936967,0.0002383745,0.0002410483,0.0002578952,0.000003072385,0.000215262,2.862571e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968536,"about_ca_system_score_gemma":0.0002650711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000304973,"about_ca_topic_score_gemma":0.0000124842,"domain_scores_codex":[0.9987009,0.0005083936,0.0003412842,0.00006109333,0.0002434045,0.0001449526],"domain_scores_gemma":[0.9974681,0.001596555,0.0005698181,0.00009698961,0.000225207,0.00004336838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001313582,0.0003785335,0.003333708,0.000005046592,0.0000065957,9.183031e-9,0.3602528,0.000005307366,0.0001199997,0.03306838,0.001456625,0.6012416],"study_design_scores_gemma":[0.0003912791,0.00009434843,0.1073169,0.00303263,0.0001273565,0.000009006152,0.7275537,0.00001484119,0.0003004212,0.1455825,0.01545083,0.0001262738],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728764,0.001557982,0.00462851,0.1106101,0.00273475,0.0004829452,8.692097e-7,0.000005907557,0.007102533],"genre_scores_gemma":[0.9965944,0.000142809,0.002214053,0.0002919484,0.0006132945,0.000002481549,2.578312e-7,0.000004464612,0.0001363028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6011153,"threshold_uncertainty_score":0.2967266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376464208109637,"score_gpt":0.4367140403783094,"score_spread":0.4129493982972131,"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."}}