{"id":"W7163698532","doi":"10.13182/t130-33147","title":"PWR Integral Gadolinia Burnable Absorber Loading Design In A Once-Through Core Reactivity Swing Minimization Assessment","year":2020,"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":"Golder Associates (Canada)","funders":"","keywords":"Swing; Core (optical fiber); Neutron poison; Reactivity (psychology); Neutron capture; Pressurized water reactor","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":[0.0002222501,0.0004442009,0.0007525602,0.00004474489,0.0002449669,0.00008364214,0.000508623,0.0001322228,0.0001539677],"category_scores_gemma":[0.00002341394,0.0004444361,0.000657284,0.001643577,0.0003059939,0.0005683636,0.00004758907,0.001334784,0.00001582585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701131,"about_ca_system_score_gemma":0.0001243908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041014,"about_ca_topic_score_gemma":0.000007431042,"domain_scores_codex":[0.9978451,0.0001049689,0.0006363125,0.0004489824,0.0003951179,0.0005695787],"domain_scores_gemma":[0.9987871,0.0001700628,0.0003355097,0.0004799093,0.00007144194,0.000155995],"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":[0.00008819056,0.0002715365,0.0003214366,0.0003393311,0.0004960513,0.00000362129,0.01949693,0.835288,0.133605,0.0003350681,0.0007634972,0.008991254],"study_design_scores_gemma":[0.0007586142,0.0002459845,0.004155977,0.0003433586,0.0002331202,0.00000558996,0.006587832,0.9811782,0.001860015,0.00008862853,0.003983083,0.0005595834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6054985,0.00008928838,0.3906319,0.001013564,0.0005565301,0.0006582371,0.00005540561,0.0002761331,0.001220505],"genre_scores_gemma":[0.9627526,0.0006961626,0.03597797,0.0002260375,0.000122767,0.000009645653,0.000002308926,0.0001936159,0.00001885234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3572541,"threshold_uncertainty_score":0.9998007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346835360477913,"score_gpt":0.2567455071617796,"score_spread":0.2232771535570005,"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."}}