{"id":"W2767111185","doi":"10.1115/pvp2017-65820","title":"Regulatory Perspectives on Fitness for Service Assessments of CANDU Pressure Boundary Components","year":2017,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"","keywords":"Reliability engineering; Service (business); Nuclear power; Risk analysis (engineering); Commission; Engineering; Term (time); Boundary (topology); Computer science; Systems engineering; Operations research; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06327782,0.001121417,0.0007001761,0.004354482,0.005587458,0.0097042,0.007462077,0.009585249,0.002741509],"category_scores_gemma":[0.05639219,0.0006220413,0.001535898,0.001949148,0.00874383,0.003039158,0.002247073,0.006704972,0.000655024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.021429,"about_ca_system_score_gemma":0.07639638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4528388,"about_ca_topic_score_gemma":0.4861074,"domain_scores_codex":[0.942239,0.01132971,0.002968627,0.003019044,0.03628361,0.00416002],"domain_scores_gemma":[0.8593417,0.03509047,0.004631496,0.003196816,0.0950276,0.002711962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003948683,0.0005547153,0.02109548,0.001621754,0.000110354,0.002692908,0.01807303,0.01286147,0.03453847,0.4364881,0.1387013,0.3328676],"study_design_scores_gemma":[0.00008294625,0.00102734,0.03342252,0.004578338,0.0002076667,0.001287313,0.01328024,0.007737497,0.01679917,0.02891913,0.8921022,0.0005556369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1274839,0.03049477,0.0732106,0.1660953,0.002844204,0.001419725,0.001046071,0.001196484,0.5962089],"genre_scores_gemma":[0.7565713,0.01839663,0.1023662,0.04719177,0.00133501,0.0008300307,0.0009741001,0.0002936209,0.07204144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4528388,"threshold_uncertainty_score":0.900406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415152002659002,"score_gpt":0.4387452009012636,"score_spread":0.2972300006353634,"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."}}