{"id":"W3203218875","doi":"10.18280/ijsse.110418","title":"Simplified Approach for Preliminary Evaluation of Effective Dose Rates for Field Applications of D-T Neutron Generators","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Neuroendocrine Association","keywords":"Monte Carlo method; Neutron generator; Dosimeter; Nuclear engineering; Neutron; Radiation protection; Fissile material; Computer science; Electromagnetic shielding; Calibration; Radiation; Neutron temperature; Reliability engineering; Physics; Nuclear physics; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003824299,0.0006686765,0.000444808,0.00112099,0.0002586687,0.0006855883,0.0008209997,0.0009211207,0.004257465],"category_scores_gemma":[0.001199416,0.0003406087,0.0007775586,0.0006566506,0.0002207105,0.0004651286,0.0004509885,0.0004924907,0.001527319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007717248,"about_ca_system_score_gemma":0.0004644744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320661,"about_ca_topic_score_gemma":0.002748776,"domain_scores_codex":[0.9995813,0.0001063174,0.00002846924,0.00008828088,0.0001604828,0.00003517047],"domain_scores_gemma":[0.9996148,0.0001988898,0.00003850081,0.00004653847,0.00008944223,0.00001178467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004406693,0.00009984295,0.004267387,0.000849854,0.00005723446,0.0005327906,0.0003714465,0.723097,0.1522681,0.01707365,0.001585501,0.09935653],"study_design_scores_gemma":[0.00002212008,0.0001998224,0.00323867,0.00005797084,0.00005294867,0.0004977553,0.00009131799,0.9257543,0.05712128,0.004606732,0.008305825,0.00005131868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0407043,0.0005512478,0.9470947,0.00005213038,0.00002330314,0.0001375976,0.0005167658,0.001299351,0.009620591],"genre_scores_gemma":[0.7339409,0.00121226,0.2557305,0.00006719672,0.00001432054,0.0003370594,0.0007042107,0.0004138121,0.007579734],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004257465,"threshold_uncertainty_score":0.01424265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009028023731287275,"score_gpt":0.288336292023798,"score_spread":0.2793082682925108,"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."}}