{"id":"W6983834738","doi":"","title":"NUMERICAL MODELLING OF SOLIDIFICATION AND HEAT TRANSFER IN CANDU CORIUM","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corium; Heat transfer; Decay heat; Nuclear reactor core; Nuclear reactor; Reactor pressure vessel; Natural convection; Heat flux; Critical heat flux; Coolant","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":[0.0003555827,0.0007632119,0.0008121951,0.0005757507,0.001038412,0.001798506,0.00104098,0.001863273,0.001549059],"category_scores_gemma":[0.001110835,0.0003872451,0.001046425,0.0006131682,0.001395183,0.000538268,0.0009954382,0.0006526041,0.0002594149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508617,"about_ca_system_score_gemma":0.002564268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08263177,"about_ca_topic_score_gemma":0.02714843,"domain_scores_codex":[0.999755,0.00003549375,0.00001648338,0.00004996255,0.00007818771,0.00006497659],"domain_scores_gemma":[0.999652,0.000173239,0.00004903985,0.00002404148,0.00006523894,0.00003638796],"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":[0.00003519755,0.00001790385,0.001117152,0.000027927,0.000007884515,0.000129516,0.00005845788,0.992195,0.003806602,0.001280781,0.00007851706,0.001244951],"study_design_scores_gemma":[0.00001150653,0.0000187136,0.0005132189,0.000006009089,0.000003130936,0.00001987855,0.0000329067,0.9975773,0.001098592,0.0002253093,0.0004850151,0.000008548983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060098,0.0008208558,0.05881659,0.0004927879,0.000153739,0.0001737873,0.000703,0.0003418635,0.03248759],"genre_scores_gemma":[0.9871071,0.0002171932,0.006839655,0.00003210776,0.00000777377,0.00007935365,0.0001667786,0.00004319471,0.00550682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9173682,"threshold_uncertainty_score":0.1643016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439895175754658,"score_gpt":0.1876597809156181,"score_spread":0.1732608291580716,"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."}}