{"id":"W2407351534","doi":"10.7748/ns.15.8.20.s37","title":"Under siege","year":2000,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Siege; History; Ancient history","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009176764,0.00006044428,0.0001163755,0.00005706481,0.0001123764,0.00002540763,0.00002362888,0.00004815727,0.006207872],"category_scores_gemma":[0.000007924503,0.0000494808,0.0000542296,0.0001638192,0.00009157648,0.00004359812,0.000002381744,0.0001494748,0.0001988551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797156,"about_ca_system_score_gemma":0.00007742801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001911377,"about_ca_topic_score_gemma":0.000002604505,"domain_scores_codex":[0.9993332,0.00001615271,0.00008525605,0.0001229497,0.000238268,0.000204166],"domain_scores_gemma":[0.99969,0.00001147613,0.000006821904,0.0001349147,0.00005609848,0.0001007052],"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":[0.000588034,0.0001535039,0.0007524294,0.00001497442,0.00002855557,0.00003063303,0.000201064,0.00003146415,0.0042537,0.001285152,0.03400675,0.9586537],"study_design_scores_gemma":[0.00457827,0.002303319,0.04966359,0.0008320133,0.0001278389,0.0005606022,0.0004244726,0.0006404492,0.01549333,0.00630532,0.9187146,0.0003561641],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5978044,0.0002346467,0.001459263,0.005434936,0.0001303924,0.0001555387,0.00001279747,0.0001199996,0.394648],"genre_scores_gemma":[0.9813539,0.00004509309,0.0004015205,0.0003210719,0.0001573275,0.000002809474,0.000006398738,0.00001368001,0.01769817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9582976,"threshold_uncertainty_score":0.9947006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240634263832067,"score_gpt":0.3685000479143402,"score_spread":0.3460937052760195,"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."}}