{"id":"W2557997083","doi":"10.1115/pvp2016-63989","title":"Fitness-for-Service Assessment of Calandria Tube to Liquid Injection Shutdown System Nozzle Contact in a CANDU Reactor","year":2016,"lang":"en","type":"article","venue":"","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruce Power (Canada); Kinectrics (Canada)","funders":"","keywords":"Nozzle; Nuclear engineering; Tube (container); Mechanical engineering; Materials science; Reliability engineering; 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":[0.00009952151,0.0001336829,0.0002354024,0.0001012479,0.00001042151,0.00001227664,0.00009198705,0.00006205879,0.0000171754],"category_scores_gemma":[0.000007926642,0.0001005224,0.00003948157,0.0001956677,0.000002414502,0.0001184422,0.000021453,0.0000584733,0.000008788011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735524,"about_ca_system_score_gemma":0.00002145887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000852743,"about_ca_topic_score_gemma":0.0003677385,"domain_scores_codex":[0.9993058,0.000006514891,0.0002388674,0.0001370489,0.0001019089,0.0002098023],"domain_scores_gemma":[0.999602,0.00005613838,0.0000214321,0.0001833934,0.00005644565,0.00008056709],"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":[0.00005531157,0.00003254677,0.00119696,0.0005615203,0.00006064765,0.000002259836,0.0002629307,0.009053824,0.9717156,0.01560042,0.0003531296,0.001104826],"study_design_scores_gemma":[0.0119535,0.00315536,0.1965066,0.006028245,0.0001730997,0.00005455158,0.001940858,0.5103248,0.2016039,0.0001454275,0.06432921,0.003784485],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648218,0.000008630904,0.02678393,0.00006364777,0.0005062583,0.000320237,0.00004383348,0.0002250912,0.007226563],"genre_scores_gemma":[0.9993632,0.000003776386,0.0004105709,0.00001194732,0.00008665614,0.00004178005,0.000004847102,0.00004371972,0.00003347033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7701117,"threshold_uncertainty_score":0.4099185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009545212289455221,"score_gpt":0.2277122700592994,"score_spread":0.2181670577698442,"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."}}