{"id":"W3205321444","doi":"10.1016/j.net.2021.10.008","title":"Critical heat flux in a CANDU end shield – Influence of shielding ball diameter","year":2021,"lang":"en","type":"article","venue":"Nuclear Engineering and Technology","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Electromagnetic shielding; Shield; Materials science; Nuclear engineering; Heat flux; Composite material; Heat transfer; Mechanics; Geology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000390306,0.00007901811,0.000136508,0.000244654,0.00001289987,0.00001351603,0.0000588071,0.0001377921,0.00008312346],"category_scores_gemma":[0.0003373208,0.00009163174,0.00001352979,0.0003934229,0.00003706026,0.00007241026,0.00003973185,0.0002013765,0.000004055978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001643969,"about_ca_system_score_gemma":0.000008684913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005709954,"about_ca_topic_score_gemma":0.00001068006,"domain_scores_codex":[0.9995446,0.000003112301,0.0001433444,0.0001138327,0.00005450705,0.0001405992],"domain_scores_gemma":[0.9997444,0.00007316568,0.000004563839,0.0001051318,0.00004122092,0.00003157968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001108771,0.00009929562,0.00598414,0.001358809,0.0000667097,0.0001999366,0.0009167084,0.2158752,0.5781147,0.1761447,0.0002098181,0.02101891],"study_design_scores_gemma":[0.002062011,0.0002418526,0.02760969,0.001204239,0.00006012317,0.0006034587,0.001331714,0.656195,0.2587951,0.004898201,0.04551753,0.001481147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968235,0.0006767962,0.0009242513,0.0004448777,0.00007613414,0.00002347024,0.000002198483,0.0003322593,0.0006965306],"genre_scores_gemma":[0.9981314,0.000097287,0.001699634,0.0000287012,0.000007551003,0.000004017258,8.399679e-7,0.00001696683,0.0000136122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403198,"threshold_uncertainty_score":0.3736634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004239074204921093,"score_gpt":0.1982332032979558,"score_spread":0.1939941290930347,"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."}}