{"id":"W2168785030","doi":"10.1093/rpd/ncu366","title":"EURADOS intercomparison on emergency radiobioassay","year":2014,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada); Health Canada","funders":"","keywords":"Environmental 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003564197,0.0001529219,0.0001256954,0.0001310731,0.0001827674,0.00002696333,0.0001301288,0.00009033491,0.006271014],"category_scores_gemma":[0.0000869204,0.0001479046,0.00007357857,0.0004594195,0.00004154223,0.0002930403,0.00001563308,0.0002124767,0.002390953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536619,"about_ca_system_score_gemma":0.000003428687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005755255,"about_ca_topic_score_gemma":0.00001162971,"domain_scores_codex":[0.9987038,0.0002105731,0.0002548523,0.0003432443,0.0003035521,0.0001839373],"domain_scores_gemma":[0.9995475,0.00003150377,0.0000931602,0.0002219672,0.00001020861,0.00009562611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008480532,0.0002802055,0.04810789,0.00001301173,0.00003477135,5.914405e-7,0.0003381425,0.00116419,0.02631931,0.001666032,0.004904088,0.917087],"study_design_scores_gemma":[0.001379829,0.0005386394,0.6544617,0.00001422071,0.00002798255,0.000008677205,0.00004296059,0.05385546,0.1092935,0.0005255532,0.179309,0.0005424689],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4219262,0.00002914593,0.5112282,0.001244185,0.001552603,0.0009380527,0.00000363336,0.0003172003,0.06276076],"genre_scores_gemma":[0.9976714,0.0000138776,0.000112749,0.0002649502,0.0001233091,0.00007292419,0.000007272689,0.00001913112,0.001714403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9165445,"threshold_uncertainty_score":0.9983858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009505867329646015,"score_gpt":0.2274755402739862,"score_spread":0.2179696729443402,"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."}}