{"id":"W2473356672","doi":"10.1093/rpd/ncv402","title":"NEUTRON GENERATOR FACILITY AT SFU: GEANT4 DOSE RATE PREDICTION AND VERIFICATION","year":2015,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Nuclear Safety Commission; CERN","keywords":"Neutron generator; Nuclear engineering; Neutron; Monte Carlo method; Nuclear physics; Physics; Generator (circuit theory); Radiation; Neutron temperature; Environmental science; Equivalent dose; Mathematics; Engineering; Statistics; Power (physics)","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":[0.0002720609,0.0001345974,0.0001131595,0.00007302256,0.0002837852,0.00008075152,0.00005736428,0.00005813199,0.000116232],"category_scores_gemma":[0.00001036637,0.0001422309,0.00004373426,0.0002812722,0.00003719666,0.0003046193,0.00003446453,0.0001354449,0.0002070564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295896,"about_ca_system_score_gemma":0.00004286419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172022,"about_ca_topic_score_gemma":0.000001054117,"domain_scores_codex":[0.9990603,0.00009326656,0.0002257156,0.0003300808,0.0001435862,0.0001470516],"domain_scores_gemma":[0.9993392,0.00001412959,0.0001574312,0.0002560375,0.00008530643,0.0001478846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002297184,0.0005766305,0.05092361,0.00004902811,0.00018144,2.828648e-7,0.0009973255,0.00201428,0.5506905,0.024288,0.007051883,0.3629972],"study_design_scores_gemma":[0.004309236,0.0003194487,0.5003268,0.00001744518,0.0001417464,0.000004641029,0.0004700645,0.07229937,0.1943318,0.008936517,0.2179285,0.0009144605],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766716,0.00006158883,0.02067406,0.0003351773,0.0002439807,0.0007436767,0.0001537022,0.0001271395,0.0009890537],"genre_scores_gemma":[0.9985658,0.000006181263,0.0001240411,0.00003898084,0.0004087596,0.0001976354,0.0002262013,0.00001470782,0.0004176918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4494032,"threshold_uncertainty_score":0.5800006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096827219630772,"score_gpt":0.2342823290218715,"score_spread":0.2133140568255637,"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."}}