{"id":"W2996451979","doi":"10.1016/j.radphyschem.2019.108640","title":"Design of a compact shielding envelope and elements of radiological protection at the TRIUMF-ARIEL facility","year":2019,"lang":"en","type":"article","venue":"Radiation Physics and Chemistry","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; TRIUMF","funders":"National Research Council Canada; Canada Foundation for Innovation; TRIUMF","keywords":"Electromagnetic shielding; Cyclotron; Nuclear engineering; Nuclear physics; Physics; Beam (structure); Radiation protection; Computer science; Environmental science; Electron; Engineering; Optics","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":[0.00008666845,0.00007243674,0.000125564,0.000003504072,0.00006967845,0.000008800984,0.00004826015,0.00002392551,0.00009912357],"category_scores_gemma":[0.000001750189,0.00005563244,0.00003162386,0.00006054595,0.00005453358,0.00003957998,0.00002753606,0.00007019748,0.000002204604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009899133,"about_ca_system_score_gemma":0.00001634554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230064,"about_ca_topic_score_gemma":2.349299e-8,"domain_scores_codex":[0.9995635,0.00001624986,0.0001491784,0.0001294491,0.00007034285,0.00007129055],"domain_scores_gemma":[0.9996166,0.00004493146,0.0001596865,0.0001277643,0.00002649051,0.00002454867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002990701,0.0001027262,0.02232704,0.0000626951,0.00006710897,1.345581e-8,0.0002639782,0.0006138729,0.9439223,0.003061863,0.0000906923,0.02945779],"study_design_scores_gemma":[0.001260568,0.00007577691,0.02878313,0.00002609471,0.00005642345,6.882864e-7,0.0003790375,0.01461698,0.9354045,0.01743692,0.001695161,0.0002646737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991998,0.00003236258,0.006661803,0.00005733192,0.000008150065,0.0002349489,0.00005473321,0.000004118494,0.0009485321],"genre_scores_gemma":[0.9997551,0.000009641545,0.00004772207,0.000004891801,0.00004062572,0.00001090049,0.00003413942,0.000003474392,0.00009346753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919311,"threshold_uncertainty_score":0.2268625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164687414407122,"score_gpt":0.2267282069957168,"score_spread":0.2102594655550046,"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."}}