{"id":"W4391693126","doi":"10.3390/radiation4010003","title":"Characterizing the Early Acidic Response in Advanced Small Modular Reactors Cooled with High-Temperature, High-Pressure Water","year":2024,"lang":"en","type":"article","venue":"Radiation","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Nuclear Safety Commission","keywords":"Modular design; High pressure; Nuclear engineering; Chemistry; Materials science; Process engineering; Chemical engineering; Thermodynamics; Computer science; Engineering; Physics; Operating system","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":[0.0001540061,0.0001612931,0.0001342717,0.0001104041,0.00003433286,0.0001394882,0.0000977868,0.00007520377,0.00001013085],"category_scores_gemma":[0.000007337539,0.0001054102,0.0000270492,0.0002203902,0.00001174653,0.0002997072,0.00001284188,0.0002983772,0.00003146652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007755418,"about_ca_system_score_gemma":0.000009905553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005271497,"about_ca_topic_score_gemma":0.000005956949,"domain_scores_codex":[0.9993172,0.00003062002,0.0001364285,0.000168483,0.0001150253,0.0002322862],"domain_scores_gemma":[0.9996824,0.0000452363,0.00001094287,0.0002087785,0.00001335484,0.00003927834],"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":[0.00009777272,0.000005666584,0.00004089226,0.00006139462,0.00005710116,0.00001945141,0.0009362737,0.05890778,0.9377937,0.0006522359,0.00001696543,0.001410802],"study_design_scores_gemma":[0.001497669,0.000268947,0.2724793,0.0006200933,0.0001320292,0.00001612101,0.0001292099,0.1293014,0.5421517,0.0002538874,0.05201568,0.001133879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982969,0.0003642066,0.0001044713,0.0001880496,0.000503374,0.0001683601,0.00001255916,0.0003259346,0.0000361236],"genre_scores_gemma":[0.9994933,0.00006049594,0.00005664768,0.00001656105,0.0001652442,0.00002764035,0.00004944171,0.00008281379,0.00004785899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3956419,"threshold_uncertainty_score":0.4298505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003247099197473987,"score_gpt":0.1637431104058401,"score_spread":0.1604960112083661,"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."}}