{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08160029,0.001602052,0.001810432,0.003032794,0.0030248,0.004890527,0.006471527,0.002842925,0.00402903],"category_scores_gemma":[0.02935138,0.001080121,0.001693058,0.005356204,0.001616177,0.001765228,0.004388685,0.002493265,0.002591109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009896306,"about_ca_system_score_gemma":0.01510099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09141292,"about_ca_topic_score_gemma":0.08044268,"domain_scores_codex":[0.931979,0.02493303,0.004964282,0.009526936,0.02604009,0.002556619],"domain_scores_gemma":[0.9227589,0.009320875,0.003840004,0.009149266,0.05380931,0.001121651],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02814199,0.004048849,0.2241221,0.005402377,0.001747901,0.001942133,0.01191491,0.05152958,0.1714697,0.02630268,0.05287842,0.4204994],"study_design_scores_gemma":[0.001628363,0.005821797,0.2012449,0.001060077,0.001107081,0.0007991535,0.005674182,0.01127384,0.228347,0.005814867,0.5368329,0.0003958518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4620456,0.01008934,0.2451071,0.005287088,0.004083895,0.005603722,0.0258923,0.003336573,0.2385542],"genre_scores_gemma":[0.7695886,0.003119913,0.1503739,0.0025598,0.0003297676,0.003402263,0.02423293,0.001456283,0.04493649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9183997,"threshold_uncertainty_score":0.4315487,"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."}}