{"id":"W2748200221","doi":"10.21514/1998-426x-2010-3-2-45-51","title":"СРАВНИТЕЛЬНАЯ ОЦЕНКА ДОЗ ОБЛУЧЕНИЯ ПЕРСОНАЛА В РОССИИ И ЗА РУБЕЖОМ","year":2016,"lang":"ru","type":"article","venue":"Radiacionnaâ gigiena","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiation protection; Federal state; Norwegian; Environmental health; Occupational exposure; Medicine; Radiation exposure; Business; Political science; Nuclear medicine; Public administration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242146,0.0004089875,0.0003891731,0.002959779,0.00121659,0.002813944,0.0004187775,0.0007040295,0.01797452],"category_scores_gemma":[0.002470077,0.0004521665,0.0005357129,0.002627097,0.001832753,0.0009693779,0.001165609,0.001709279,0.008507851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000960287,"about_ca_system_score_gemma":0.002403928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003465185,"about_ca_topic_score_gemma":0.004684714,"domain_scores_codex":[0.9986594,0.0002480773,0.0001082741,0.0001755066,0.00067714,0.0001316272],"domain_scores_gemma":[0.9989997,0.0002754204,0.0002021721,0.0001749584,0.0002767263,0.00007104155],"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":[0.000177366,0.0001185458,0.002958192,0.0008606298,0.00006158309,0.001974292,0.002413285,0.001918324,0.03332805,0.3332434,0.01531244,0.6076339],"study_design_scores_gemma":[0.00003177893,0.0001781317,0.0074195,0.000283379,0.00007345536,0.00371796,0.0009682215,0.001050247,0.01576163,0.06849085,0.9018981,0.0001268172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08271512,0.06590488,0.1867083,0.01148617,0.006562989,0.0006157364,0.001383495,0.001105362,0.6435179],"genre_scores_gemma":[0.6181601,0.05308482,0.215919,0.0007193343,0.002228674,0.0006168983,0.000503963,0.0005095727,0.1082576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01797452,"threshold_uncertainty_score":0.06013077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134998569580441,"score_gpt":0.263200891902382,"score_spread":0.2497010349443379,"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."}}