{"id":"W2051049720","doi":"10.1016/j.nucengdes.2011.11.034","title":"Performance evaluation of a 3-D kinetic model for CANDU reactors in a closed-loop environment","year":2011,"lang":"en","type":"article","venue":"Nuclear Engineering and Design","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Western University","funders":"University Network of Excellence in Nuclear Engineering","keywords":"Transient (computer programming); Nuclear engineering; Neutron flux; Nuclear reactor; Kinetic energy; Point (geometry); Research reactor; Neutron; Engineering; Computer science; Nuclear physics; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007582765,0.0008008952,0.00106068,0.0002786227,0.0009579869,0.001168125,0.001195599,0.001702909,0.002064115],"category_scores_gemma":[0.001812799,0.000393997,0.0006323041,0.0003022902,0.0006407804,0.0008683227,0.0006715584,0.0009465489,0.0003445481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100354,"about_ca_system_score_gemma":0.001320669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02664229,"about_ca_topic_score_gemma":0.00793597,"domain_scores_codex":[0.9997794,0.00007718654,0.00001203447,0.00003914501,0.00005530443,0.00003699454],"domain_scores_gemma":[0.9987715,0.0007176195,0.00008670419,0.00008825077,0.0002461415,0.00008987523],"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":[0.0002552254,0.00004465102,0.0004857324,0.00002826585,0.00001630858,0.00003247712,0.00002453045,0.9942873,0.0021982,0.0004766878,0.0001112857,0.002039369],"study_design_scores_gemma":[0.00001414944,0.00003177724,0.00007392235,9.274081e-7,0.000003330218,0.000002497393,0.000003823864,0.9989171,0.0008340157,0.00006947251,0.00004457236,0.000004481068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7735119,0.0002887704,0.2097803,0.0005291431,0.00008729957,0.0001134535,0.0003592033,0.002948555,0.01238137],"genre_scores_gemma":[0.9933844,0.00003145229,0.005477619,0.00003141578,0.000005412235,0.0000271441,0.00007414597,0.00004579765,0.0009225187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02664229,"threshold_uncertainty_score":0.05297446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701323002892164,"score_gpt":0.1907185671341686,"score_spread":0.143705337105247,"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."}}