{"id":"W7163657743","doi":"10.13182/t130-35019","title":"SMR Gadolinia Burnable Absorber Loading Design in a No-Onsite Refueling Core Neutronics Performance Assessment","year":2021,"lang":"","type":"article","venue":"Transactions of the American Nuclear Society","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alchemy (Canada); Golder Associates (Canada)","funders":"","keywords":"Neutron transport; Core (optical fiber); Neutron poison; Nuclear reactor core; Neutron capture","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":[0.0003629853,0.0004216403,0.0006966512,0.00006300743,0.0003321885,0.00009446397,0.0004597407,0.0001269047,0.0002313282],"category_scores_gemma":[0.00001079031,0.0004383624,0.0006569507,0.001458111,0.000247889,0.0003285066,0.00006075199,0.001442359,0.00004295619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000645644,"about_ca_system_score_gemma":0.0002403972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002518332,"about_ca_topic_score_gemma":0.000009942525,"domain_scores_codex":[0.9977263,0.00007861865,0.000653874,0.0004248089,0.0003863974,0.0007300086],"domain_scores_gemma":[0.9984859,0.0001333675,0.0002541433,0.0008215173,0.0001658413,0.0001391949],"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":[0.00003292831,0.000211817,0.0003352486,0.0004497284,0.0004316418,0.000004949237,0.002407114,0.8678311,0.122335,0.0001437001,0.000242758,0.005574029],"study_design_scores_gemma":[0.0006526649,0.0001393939,0.006313306,0.000613178,0.0002178471,0.00002543464,0.002415623,0.9801707,0.001750857,0.00002704554,0.007099056,0.0005749437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727998,0.0004026981,0.02370153,0.0001985077,0.0009368497,0.0003263901,0.00003439295,0.000157925,0.001441909],"genre_scores_gemma":[0.9682188,0.004527627,0.02665278,0.0001085085,0.0001052696,0.000008470049,0.000002063047,0.0002054257,0.0001710568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205841,"threshold_uncertainty_score":0.9998068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608276047190274,"score_gpt":0.2342908133899867,"score_spread":0.218208052918084,"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."}}