{"id":"W2301195050","doi":"10.1093/rpd/ncw254","title":"GHSI EMERGENCY RADIONUCLIDE BIOASSAY LABORATORY NETWORK – SUMMARY OF THE SECOND EXERCISE","year":2016,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Institutes of Health; World Health Organization","keywords":"Radionuclide; Sample (material); Preparedness; Bioassay; Medicine; Environmental science; Medical physics; Receipt; Environmental health; Computer science; Biology; Chemistry","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":[0.0004121932,0.0001325789,0.0001324668,0.00006039859,0.000193913,0.00000913717,0.0001876114,0.0001069141,0.01390939],"category_scores_gemma":[0.00006516516,0.00008551323,0.00009571337,0.0008497113,0.0001015357,0.0004198498,0.00003683747,0.0001116099,0.0002725513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188823,"about_ca_system_score_gemma":0.0000210558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002360929,"about_ca_topic_score_gemma":0.00004404445,"domain_scores_codex":[0.9987217,0.0001948668,0.0003192511,0.0002645516,0.0003090655,0.0001905369],"domain_scores_gemma":[0.999383,0.00003952513,0.0001838337,0.0002977335,0.00002634913,0.00006950743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001139552,0.0001868841,0.3838055,0.00004202423,0.00007769145,9.543542e-7,0.0002501109,0.000295774,0.2858624,0.0004978605,0.03950103,0.2893657],"study_design_scores_gemma":[0.0006770895,0.00004487217,0.6484778,0.00004018125,0.00002564757,0.000001683784,0.00001594077,0.0001611274,0.2452429,0.0003751985,0.1047276,0.0002099178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935156,0.000781531,0.04277227,0.002460538,0.003315875,0.002288813,0.00009420785,0.0002007618,0.01293002],"genre_scores_gemma":[0.9889699,0.0001093837,0.00007375348,0.00009900462,0.0001028755,0.0000717259,0.000001591807,0.00001818712,0.01055363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891558,"threshold_uncertainty_score":0.986992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005467528447287456,"score_gpt":0.197769914054296,"score_spread":0.1923023856070086,"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."}}