{"id":"W6999535641","doi":"","title":"Core Design Optimization and Steady State Criticality Analysis of the Canadian Nuclear Battery™","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnup; Neutron transport; Criticality; Enriched uranium; Nuclear reactor core; Neutron flux; Nuclear reactor; Control rod; Nuclear fuel; Shutdown","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":[0.0004416578,0.0005634889,0.0005062623,0.0005955164,0.0006591857,0.000742416,0.0005681417,0.0004103968,0.003340645],"category_scores_gemma":[0.0008498661,0.0003782437,0.0005120416,0.0003786973,0.000449484,0.000271435,0.0003073508,0.0004150814,0.0003046304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00441725,"about_ca_system_score_gemma":0.004709519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0920282,"about_ca_topic_score_gemma":0.1064366,"domain_scores_codex":[0.9998442,0.00001372078,0.000001960127,0.00002046902,0.00007612305,0.00004349605],"domain_scores_gemma":[0.9997482,0.00008096816,0.00002427752,0.00001191331,0.0001196416,0.00001492472],"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":[0.00005107936,0.00001637146,0.0005526613,0.00006196651,0.00000755518,0.00002705978,0.00003217068,0.9845985,0.006160916,0.001891716,0.0003973077,0.006202658],"study_design_scores_gemma":[0.000006668884,0.00006438269,0.0006949829,0.000006650725,0.000007954527,0.000006215165,0.00002174281,0.9941838,0.003671162,0.0003947792,0.0009342774,0.000007336885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8113352,0.0006550921,0.1168266,0.0002930979,0.00004155148,0.0002395962,0.0006612896,0.0004949067,0.06945259],"genre_scores_gemma":[0.9784901,0.0001251964,0.01553714,0.00002298316,0.000002914411,0.00008658917,0.000208965,0.00007493267,0.005451118],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0920282,"threshold_uncertainty_score":0.1829851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655919513296322,"score_gpt":0.1852316690441911,"score_spread":0.1686724739112279,"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."}}