{"id":"W1984968109","doi":"10.1016/j.nepr.2011.01.001","title":"The process of developing a framework to guide rural nurse preceptors in the evaluation of student performance","year":2011,"lang":"en","type":"article","venue":"Nurse Education in Practice","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Preceptor; Nursing; Perspective (graphical); Medical education; Medicine; Psychology; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2198656,0.001512711,0.001593944,0.004456113,0.01081379,0.01695088,0.005847133,0.00674939,0.003954934],"category_scores_gemma":[0.1996947,0.001440078,0.001638912,0.003189077,0.01181347,0.007714758,0.01387864,0.0152856,0.001670702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02493732,"about_ca_system_score_gemma":0.1080091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02186094,"about_ca_topic_score_gemma":0.03974637,"domain_scores_codex":[0.8651381,0.1107516,0.008353024,0.003113525,0.008615058,0.004028665],"domain_scores_gemma":[0.8146426,0.1107734,0.006589461,0.00839853,0.047984,0.01161197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002414013,0.002932801,0.008792839,0.002189653,0.00009877188,0.00161843,0.4292115,0.005892306,0.008394024,0.1052869,0.03565415,0.3996871],"study_design_scores_gemma":[0.0004180281,0.001583082,0.009626075,0.007479737,0.0001256841,0.002007975,0.4444232,0.0259897,0.01367587,0.1358343,0.35808,0.0007564077],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07318401,0.001050403,0.789125,0.05710716,0.001235856,0.05307845,0.0003597448,0.0009992764,0.02386015],"genre_scores_gemma":[0.07735632,0.0003018588,0.9027217,0.00190514,0.00006230849,0.01378953,0.0001357082,0.0001287488,0.003598771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2198656,"threshold_uncertainty_score":0.9620446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08141291333052582,"score_gpt":0.4809392136818447,"score_spread":0.3995263003513189,"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."}}