{"id":"W2987009630","doi":"10.1109/tns.2019.2952003","title":"Simulation and Measurements of Collimator Effects in Proton and Neutron Radiation Testing for Single-Event Effects","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Nuclear Science","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Collimator; Neutron; Beamline; Beam (structure); Collimated light; Physics; Proton; Optics; Neutron radiation; Dosimeter; Electromagnetic shielding; Nuclear physics; Particle accelerator; Radiation; Laser","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":[0.0003538474,0.0000982297,0.0001254613,0.0002202572,0.00008111265,0.00003390298,0.00006693781,0.00004522523,9.230181e-7],"category_scores_gemma":[0.00007660948,0.0001073326,0.00001646894,0.0004277828,0.00005372577,0.0003146599,8.952007e-7,0.00008633608,0.000002453686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107984,"about_ca_system_score_gemma":0.00002623512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004095269,"about_ca_topic_score_gemma":0.000002269098,"domain_scores_codex":[0.999228,0.00002734982,0.0001477973,0.0001965772,0.0002033461,0.0001969185],"domain_scores_gemma":[0.999258,0.0004921347,0.00004444156,0.0001104173,0.00004847517,0.00004646054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001415239,0.00002900811,0.0002475516,0.0003469766,0.000003491474,7.500274e-8,0.0001262213,0.7317519,0.2521234,0.000006271347,2.198686e-7,0.01535075],"study_design_scores_gemma":[0.0007031459,0.0005120676,0.006326602,0.000119543,0.000009900196,9.118097e-7,0.000004407865,0.9132766,0.07893233,0.00001350927,0.000009879873,0.00009112903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789512,0.00004180677,0.01889799,0.000007557521,0.0002603775,0.001744737,0.000001464238,0.00006382971,0.00003103485],"genre_scores_gemma":[0.9976416,0.000002426114,0.00225755,0.00001066162,0.000006015252,0.00005903999,8.623383e-8,0.00002064077,0.000002041206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1815246,"threshold_uncertainty_score":0.4376896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428195399691871,"score_gpt":0.2451831240616852,"score_spread":0.2309011700647665,"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."}}