{"id":"W2766134876","doi":"10.1115/icone25-66205","title":"CANDU PHWR Feeder Pipe FAC Mitigation Design Modification and Validation During Operation","year":2017,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear engineering; Service life; Environmental science; Volumetric flow rate; Water cooling; Engineering; Automotive engineering; Reliability engineering; Mechanical engineering; Physics","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":[0.001184921,0.000655927,0.0002942019,0.0004173076,0.0004960674,0.0004061497,0.0008351189,0.0004571119,0.002027848],"category_scores_gemma":[0.0009798752,0.000278271,0.0003958934,0.0002173951,0.0004763149,0.0003181851,0.000389105,0.0004912494,0.0005550441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000830779,"about_ca_system_score_gemma":0.001289046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006076428,"about_ca_topic_score_gemma":0.007943606,"domain_scores_codex":[0.999176,0.00007415506,0.00002306868,0.0001044194,0.0005175928,0.0001047985],"domain_scores_gemma":[0.9991015,0.00008168804,0.0001219792,0.0001667932,0.0004574531,0.00007062966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008686574,0.0002053241,0.0149999,0.0006426555,0.00003762546,0.0009626042,0.000534799,0.03392551,0.853395,0.001464902,0.00378106,0.08918183],"study_design_scores_gemma":[0.0001054885,0.002858462,0.03472567,0.00003204436,0.00007060178,0.0006095986,0.000268616,0.03234873,0.8919526,0.0002424786,0.03670518,0.00008055767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912049,0.0002398395,0.07006718,0.0002023615,0.00007466663,0.0007535078,0.001089084,0.002967268,0.01255702],"genre_scores_gemma":[0.9524096,0.0001158284,0.03957597,0.00005039771,0.000007825237,0.0002632188,0.0004412157,0.000179982,0.006955867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006076428,"threshold_uncertainty_score":0.0120821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005718892704815,"score_gpt":0.2708527612143281,"score_spread":0.2307955722872799,"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."}}