{"id":"W7014260057","doi":"","title":"Optimization of small modular nuclear reactor integration at a remote mine site in Canada","year":2021,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modular design; Software deployment; Envelope (radar); Optimal design; Energy supply; Energy (signal processing); Nuclear power; Systems design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0006605854,0.0006373112,0.0005391547,0.0003326499,0.0004665936,0.000868897,0.0005898482,0.0006336132,0.002453204],"category_scores_gemma":[0.0009660274,0.0004722713,0.0005736119,0.0003366296,0.000590265,0.0003289554,0.0005288311,0.0005950159,0.0001604704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003932365,"about_ca_system_score_gemma":0.003395413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1644908,"about_ca_topic_score_gemma":0.2146153,"domain_scores_codex":[0.9997862,0.0000521375,0.000004309918,0.00003587835,0.00004684097,0.00007469764],"domain_scores_gemma":[0.9997568,0.0001050699,0.00002846519,0.00001132274,0.00006211444,0.00003631606],"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":[0.00004932437,0.00002290679,0.0007034496,0.00001544502,0.000007548946,0.00005212858,0.00001150842,0.9951112,0.001050465,0.0005805178,0.000150931,0.002244602],"study_design_scores_gemma":[0.00002481183,0.0001236123,0.001542811,0.000004329445,0.00000934235,0.00001133441,0.0000546642,0.9961231,0.001086078,0.0003977758,0.0006147558,0.000007345681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070645,0.0002043388,0.0619946,0.0003027212,0.00002982308,0.0001902056,0.0003485519,0.0001678781,0.02969727],"genre_scores_gemma":[0.9842882,0.00006495567,0.01021101,0.00003069594,0.000002390163,0.00004868881,0.0001209979,0.00002838688,0.005204672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8355092,"threshold_uncertainty_score":0.3270667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004480193843925879,"score_gpt":0.1462890795316184,"score_spread":0.1418088856876926,"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."}}