{"id":"W4416419213","doi":"10.1097/nne.0000000000001998","title":"An Integrative Approach to Grading in Competency-Based Curriculum","year":2025,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Curriculum; Consistency (knowledge bases); Competence (human resources); Educational measurement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07658345,0.001633209,0.001301897,0.01415074,0.002665519,0.00907378,0.004651843,0.00124651,0.009018647],"category_scores_gemma":[0.1085851,0.0008563293,0.001587102,0.009594425,0.006046152,0.006763473,0.007078761,0.004512493,0.002571256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006877704,"about_ca_system_score_gemma":0.01183326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004077073,"about_ca_topic_score_gemma":0.00935528,"domain_scores_codex":[0.9250064,0.04624157,0.006802769,0.003001867,0.01825665,0.0006907782],"domain_scores_gemma":[0.9176165,0.03494009,0.004474744,0.008462077,0.03305701,0.001449641],"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":[0.00004288592,0.000267651,0.002563824,0.001141252,0.0001063763,0.00007301362,0.006229991,0.001939223,0.001648061,0.121437,0.01342374,0.8511269],"study_design_scores_gemma":[0.0001199444,0.0007941305,0.01635416,0.005719818,0.0002643271,0.001058787,0.01268776,0.0391681,0.006306969,0.5507656,0.3664353,0.0003251288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00331855,0.001152367,0.9450632,0.00323973,0.0005265808,0.002504542,0.0001563638,0.001207891,0.04283072],"genre_scores_gemma":[0.01918579,0.0005760958,0.9748831,0.0003354401,0.0001049261,0.001899458,0.0001115061,0.0001796298,0.002723986],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07658345,"threshold_uncertainty_score":0.4050168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474126164377468,"score_gpt":0.4027037452859498,"score_spread":0.3879624836421751,"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."}}