{"id":"W1092459770","doi":"10.1016/j.radmeas.2015.07.011","title":"EURADOS 241Am skull measurement intercomparison","year":2015,"lang":"en","type":"article","venue":"Radiation Measurements","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"Bundesministerium für Bildung und Forschung; Bundesamt für Strahlenschutz; U.S. Department of Energy","keywords":"Imaging phantom; Calibration; Skull; Environmental science; Nuclear medicine; Medical physics; Medicine; Mathematics; Statistics; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001277459,0.0001843375,0.0002709939,0.0002281376,0.00007084767,0.00006247804,0.0001150091,0.00006305274,0.0001197277],"category_scores_gemma":[0.0005978955,0.000176236,0.00009180182,0.0002861918,0.00002239899,0.0003140925,0.00001991645,0.0001635086,0.0006714422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008803679,"about_ca_system_score_gemma":0.0003161306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004070908,"about_ca_topic_score_gemma":0.000006007062,"domain_scores_codex":[0.9972139,0.0001115903,0.0004290438,0.0002943845,0.001663217,0.0002878591],"domain_scores_gemma":[0.9985693,0.00000922049,0.000161234,0.0003355317,0.000519456,0.0004053032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000349511,0.0006111209,0.6444721,0.00008288742,0.0004475419,0.00001618943,0.002696496,0.0003851018,0.03088987,0.00008891705,0.1436845,0.1762757],"study_design_scores_gemma":[0.01713159,0.0007683762,0.4908479,0.0003579169,0.0005040799,0.00008861536,0.000958824,0.0129465,0.09602092,0.0002185834,0.3792768,0.000879937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050029,0.008337348,0.03387139,0.01441488,0.005850686,0.003746662,0.00001408927,0.0011321,0.1276299],"genre_scores_gemma":[0.9973063,0.00002059936,0.0005579569,0.001258667,0.0003684402,0.00003099502,0.00003333105,0.00003019379,0.0003935544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355923,"threshold_uncertainty_score":0.8630255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2747808460878199,"score_gpt":0.348853912960258,"score_spread":0.07407306687243809,"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."}}