{"id":"W2411264692","doi":"10.1016/j.nedt.2010.03.018","title":"","year":2010,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008138441,0.0003224043,0.0002273719,0.0004287518,0.0003707765,0.0001919245,0.0006359278,0.0002113969,0.001392253],"category_scores_gemma":[0.001175346,0.0003315293,0.0001159676,0.0009680113,0.0002608759,0.001080027,0.00002007231,0.0008143114,0.007332391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445389,"about_ca_system_score_gemma":0.001581678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000365175,"about_ca_topic_score_gemma":0.0007507355,"domain_scores_codex":[0.9975091,0.0001441833,0.0004775327,0.000667309,0.0005661673,0.0006356589],"domain_scores_gemma":[0.9968513,0.0001404319,0.0002896459,0.001480803,0.0006646334,0.00057316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004937697,0.002198661,0.07174044,0.000007177746,0.0000141225,5.194278e-7,0.005518066,0.000005474904,0.7354901,0.07682662,0.06369992,0.04444951],"study_design_scores_gemma":[0.0007247292,0.00005418917,0.7374859,0.00002135905,0.00004646188,0.00008141337,0.006301356,0.00006057929,0.09460472,0.01095884,0.1491046,0.0005558844],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556202,0.00003382639,0.00003166124,0.01606896,0.0124208,0.0006265732,0.00001739918,0.0006988808,0.01448169],"genre_scores_gemma":[0.9850712,7.068115e-7,0.006720214,0.001227941,0.001991768,0.0004906783,0.0001252608,0.0001449323,0.004227257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6657455,"threshold_uncertainty_score":0.9999137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006939012275666383,"score_gpt":0.305328508320705,"score_spread":0.2983894960450386,"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."}}