{"id":"W2333988057","doi":"10.7748/ns2011.05.25.38.33.p6031","title":"Bamford, Thelma","year":2011,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Visitor pattern; Nursing; Psychology; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005157367,0.000214214,0.000222817,0.0001591811,0.000417496,0.0001072458,0.0002669821,0.0001395394,0.0007254242],"category_scores_gemma":[0.0001514996,0.0002114038,0.00009739499,0.0002694652,0.0002801414,0.0004218971,0.000002943363,0.000334283,0.0001763334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316604,"about_ca_system_score_gemma":0.00008977785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008498341,"about_ca_topic_score_gemma":0.00001230631,"domain_scores_codex":[0.9982592,0.0001614245,0.0002649846,0.0003674604,0.0004187059,0.0005282174],"domain_scores_gemma":[0.9989631,0.0001052809,0.0001402996,0.0004863472,0.0001429294,0.0001620435],"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":[0.006896521,0.001376331,0.01381235,0.0001188306,0.00009523053,0.00001832111,0.2360786,0.000003984754,0.002460515,0.02722936,0.2021535,0.5097564],"study_design_scores_gemma":[0.003907478,0.002860397,0.06734716,0.001824221,0.0007177365,0.0003352499,0.05787871,0.00009068593,0.08900053,0.1337686,0.6402746,0.001994563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2259011,0.001810598,0.00695989,0.02992078,0.03182602,0.0007895704,0.00004631917,0.001286074,0.7014596],"genre_scores_gemma":[0.9909495,0.000005649132,0.006179571,0.0008764548,0.000662288,0.000008551769,0.00001157346,0.00006865586,0.001237773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7650484,"threshold_uncertainty_score":0.8620796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05105762687781389,"score_gpt":0.3307507442677688,"score_spread":0.2796931173899549,"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."}}