{"id":"W2167375241","doi":"10.1039/c5ja00352k","title":"In vivo detection of samarium by prompt gamma neutron activation analysis: a comparison between experiment and Monte-Carlo simulation","year":2015,"lang":"en","type":"article","venue":"Journal of Analytical Atomic Spectrometry","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Samarium; Monte Carlo method; Nuclear engineering; Radiochemistry; Materials science; Physics; Chemistry; Nuclear physics; Mathematics; Statistics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002931725,0.0001104914,0.0004444667,0.0003395958,0.00002540059,0.00003425266,0.0001402599,0.00004154194,0.00003303059],"category_scores_gemma":[0.0000122423,0.0001006162,0.0001094225,0.0007985431,0.0000361216,0.0002708285,0.00004936724,0.0002109014,0.000001102385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112299,"about_ca_system_score_gemma":0.00003417184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001456255,"about_ca_topic_score_gemma":0.000002452793,"domain_scores_codex":[0.9988098,0.00004491634,0.0005735365,0.0001683692,0.0002687511,0.0001346815],"domain_scores_gemma":[0.9990042,0.00009870421,0.0004685921,0.0001830246,0.0001220191,0.0001234142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005784051,0.002737829,0.6405421,0.00004577213,0.004188768,0.000001750252,0.001353721,0.03852604,0.2957401,0.003324978,0.00274215,0.01021836],"study_design_scores_gemma":[0.002556951,0.0005956155,0.1176861,0.00004722635,0.001352793,0.000001016776,0.001797643,0.764591,0.1054197,0.004115681,0.001471598,0.0003646829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799197,0.00005080484,0.0194975,0.0002573327,0.00001972727,0.00009246506,0.00001365312,0.000003304509,0.0001455645],"genre_scores_gemma":[0.999369,0.000001631246,0.0003445187,0.000008621578,0.0002426006,0.000001444005,0.000004792342,0.000009532514,0.00001792295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7260649,"threshold_uncertainty_score":0.410301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019842065069992,"score_gpt":0.3077396376451423,"score_spread":0.2878975725751504,"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."}}