{"id":"W2899729951","doi":"","title":"SPATIAL AND BULK REACTIVITY SYSTEMS DESIGN AND OPTIMIZATION FOR THE CANADIAN SUPERCRITICAL WATER REACTOR","year":2016,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control rod; Supercritical fluid; Nuclear engineering; Coolant; Nuclear reactor core; Mechanics; Materials science; Control theory (sociology); Engineering; Mechanical engineering; Physics; Thermodynamics; Computer science; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004841332,0.000681424,0.0005717882,0.0003665246,0.0007166741,0.0008589027,0.0007155215,0.0004850911,0.002885152],"category_scores_gemma":[0.0004840804,0.0004351871,0.0005518476,0.0003377338,0.0004441477,0.0003058224,0.0003950608,0.0005053624,0.0002926518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473402,"about_ca_system_score_gemma":0.005093664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1226108,"about_ca_topic_score_gemma":0.1489615,"domain_scores_codex":[0.9998189,0.00002098005,0.000003248393,0.0000234321,0.00008866811,0.00004482088],"domain_scores_gemma":[0.9998498,0.00004757157,0.00002195222,0.000006475192,0.00006256116,0.00001167719],"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":[0.00003307942,0.00001215397,0.0001621201,0.00003799794,0.000006906811,0.00001721273,0.0000140602,0.9901316,0.003219571,0.001629917,0.000268024,0.004467343],"study_design_scores_gemma":[0.000009386304,0.00006206758,0.0002333281,0.000002917569,0.000009129082,0.000004469522,0.00001699929,0.9966988,0.001662404,0.0003173207,0.0009763382,0.000006801001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4509979,0.00114342,0.4475204,0.000609435,0.00008447473,0.0004882362,0.0008152358,0.0008786566,0.09746214],"genre_scores_gemma":[0.9515477,0.0003252173,0.03829268,0.00004215506,0.000009535328,0.0002019863,0.0001433654,0.00007610659,0.009361208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8773892,"threshold_uncertainty_score":0.2437943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864588954919501,"score_gpt":0.1997294533761022,"score_spread":0.1810835638269072,"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."}}