{"id":"W7163666866","doi":"10.13182/t130-35206","title":"A Study on Natural Circulation Soluble-Boron-Free SMR with Long Cycle and High Burnup","year":2021,"lang":"","type":"article","venue":"Transactions of the American Nuclear Society","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Natural circulation; Burnup; Natural (archaeology); Circulation (fluid dynamics); Fuel cycle; Natural uranium","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005321702,0.0003416113,0.0006384849,0.00004183938,0.0008263244,0.0002980459,0.000703955,0.00008567267,0.0006481209],"category_scores_gemma":[0.00002850713,0.0002607821,0.0003191708,0.0009139092,0.001550547,0.0002814207,0.0001469303,0.0004466547,0.00001759224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855579,"about_ca_system_score_gemma":0.0002552026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981468,"about_ca_topic_score_gemma":0.0003257414,"domain_scores_codex":[0.9966394,0.0006520627,0.0004684148,0.000720307,0.0009774769,0.0005423306],"domain_scores_gemma":[0.9976521,0.0001375853,0.000400269,0.001388578,0.0002630913,0.0001583489],"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":[0.002428355,0.004767464,0.004448526,0.0004088659,0.00154758,0.00006158811,0.02562264,0.005873876,0.9404705,0.0003716106,0.0005112183,0.01348778],"study_design_scores_gemma":[0.008805438,0.004107412,0.8172185,0.0004230251,0.00117289,0.0002144514,0.07396349,0.007580686,0.0848357,0.0001520405,0.0001848521,0.001341484],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959913,0.000141558,0.0003596593,0.001982757,0.0006339297,0.0006613255,0.00006651785,0.00006176162,0.0001011361],"genre_scores_gemma":[0.9983881,0.0002549783,0.0006768381,0.0002608869,0.00006634815,0.00001812069,0.000001743005,0.00007022515,0.0002627426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8556348,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208979962809021,"score_gpt":0.2572734750288317,"score_spread":0.2451836754007415,"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."}}