{"id":"W2014057636","doi":"10.1115/icone12-49409","title":"Safety of Nuclear Reactors: Part A — Unsteady State Temperature History Mathematical Model","year":2004,"lang":"en","type":"article","venue":"12th International Conference on Nuclear Engineering, Volume 2","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Nuclear reactor; Heat flux; Vibration; Mechanics; Finite element method; Mathematical model; Stress (linguistics); Differential equation; Radiation flux; Materials science; Radiation; Mathematics; Structural engineering; Engineering; Physics; Heat transfer; Nuclear engineering; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004893459,0.0009270983,0.0009489942,0.0008077344,0.0005161072,0.001462355,0.002216684,0.001734308,0.005383143],"category_scores_gemma":[0.001301798,0.000604546,0.001064627,0.0006616365,0.001004077,0.001743663,0.001089135,0.001507581,0.001698827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212325,"about_ca_system_score_gemma":0.001363413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009875154,"about_ca_topic_score_gemma":0.003558244,"domain_scores_codex":[0.999675,0.00005740409,0.0000160134,0.00006816163,0.0001390156,0.00004440979],"domain_scores_gemma":[0.9995189,0.0001424751,0.0001014359,0.00003904664,0.0001742578,0.00002399087],"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":[0.00001465275,0.00003113591,0.0003504922,0.0000796157,0.00001055276,0.00007241381,0.00005700713,0.961576,0.001939656,0.03001425,0.0008453861,0.005008845],"study_design_scores_gemma":[0.000004073746,0.00001589968,0.0001290293,0.000008420599,0.000004972491,0.00002233812,0.00001003856,0.9923356,0.000324389,0.005651402,0.001485871,0.000007881987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02433448,0.001390389,0.9344414,0.0007820161,0.0001515655,0.0001647991,0.0007728277,0.0004251213,0.03753737],"genre_scores_gemma":[0.8395182,0.003198011,0.07111335,0.0003413317,0.0002767031,0.00112447,0.001163636,0.0002924405,0.08297177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009875154,"threshold_uncertainty_score":0.01963532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397486125852757,"score_gpt":0.2011056963681191,"score_spread":0.1871308351095915,"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."}}