{"id":"W2929070398","doi":"10.1111/tct.13019","title":"Evaluation of unsatisfactory student performance","year":2019,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Nursing education and management","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Registered Nurses’ Foundation of Ontario","keywords":"Mentorship; Onboarding; Openness to experience; Psychology; Medical education; Task (project management); Workload; Nursing; Medicine; Pedagogy; Social psychology","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":[0.007036523,0.0004489932,0.0006264565,0.001978443,0.0006738825,0.001565352,0.0008184559,0.0005820409,0.004039203],"category_scores_gemma":[0.02924937,0.0001199402,0.0004174405,0.0008805324,0.001102635,0.000712465,0.002246575,0.000815225,0.001149616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113694,"about_ca_system_score_gemma":0.0009510208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062512,"about_ca_topic_score_gemma":0.001705261,"domain_scores_codex":[0.9923639,0.00252105,0.001062794,0.000283051,0.003135592,0.0006335565],"domain_scores_gemma":[0.9709072,0.004967556,0.00692019,0.000748263,0.01279725,0.003659599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007024406,0.0005856408,0.8525027,0.0004283806,0.0001007101,0.0006607546,0.01361845,0.000414206,0.00253673,0.000336559,0.003318401,0.1247951],"study_design_scores_gemma":[0.00002848971,0.005028608,0.955483,0.0004165264,0.0001197356,0.002034777,0.01956201,0.001915876,0.006614915,0.0003694408,0.008324222,0.0001023852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899948,0.0002645268,0.001560497,0.0002953814,0.00005881106,0.0001235399,0.0001613477,0.0000634091,0.007477726],"genre_scores_gemma":[0.9974008,0.0001506643,0.0009433091,0.00004275863,0.00001377566,0.00006346845,0.0001250237,0.0000114221,0.001248851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007036523,"threshold_uncertainty_score":0.03721315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490416774055985,"score_gpt":0.4650574320381033,"score_spread":0.3160157546325048,"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."}}