{"id":"W2157676884","doi":"10.12927/cjnl.2013.23451","title":"Leaders Hold an Invitational Think Tank on Undergraduate Nursing Education","year":2013,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Carnegie Foundation for the Advancement of Teaching","keywords":"Nursing; Nurse education; Psychology; Medical education; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007150974,0.000655751,0.0004326905,0.0007770453,0.0009737671,0.0007785568,0.0006399542,0.0004726906,0.0003005682],"category_scores_gemma":[0.0004859836,0.0007235861,0.0001980186,0.0008307101,0.001200651,0.002640027,0.000003234615,0.001249199,0.001436736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501607,"about_ca_system_score_gemma":0.0005620008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168437,"about_ca_topic_score_gemma":0.00002064329,"domain_scores_codex":[0.9948631,0.0008868895,0.0006680805,0.001135244,0.001116862,0.001329843],"domain_scores_gemma":[0.9968924,0.0006684422,0.0004254811,0.0010002,0.0004144463,0.0005990526],"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":[0.001049272,0.009560979,0.002016133,0.0003091385,0.0001067285,0.000003646227,0.1918693,0.0004792821,0.009648371,0.03541676,0.3694209,0.3801195],"study_design_scores_gemma":[0.002587516,0.002144884,0.09027759,0.00636896,0.0005450962,0.0002733549,0.6643186,0.00276646,0.005734878,0.2163755,0.005787937,0.002819284],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2458314,0.001217833,0.0006255615,0.6706733,0.02100067,0.001705727,0.000007562719,0.001183643,0.05775436],"genre_scores_gemma":[0.9749287,0.000004991353,0.003541803,0.01490186,0.002646387,0.00008511945,0.0002745979,0.0002048582,0.003411708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7290972,"threshold_uncertainty_score":0.9995215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659132986974154,"score_gpt":0.3617266837301525,"score_spread":0.1958133850327371,"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."}}