{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607294,0.0001068529,0.00007875239,0.00005926333,0.0003219659,0.0002542296,0.00009764631,0.00006565134,0.0000187295],"category_scores_gemma":[0.00008269029,0.0001117825,0.0000109943,0.00002204578,0.00003570784,0.0006997932,0.0000217194,0.00006918286,0.00001031309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008198984,"about_ca_system_score_gemma":0.000008909747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001137448,"about_ca_topic_score_gemma":0.00001128813,"domain_scores_codex":[0.9994819,0.00002255911,0.0001371755,0.0001562093,0.00009180135,0.0001103678],"domain_scores_gemma":[0.9995619,0.00002379234,0.00005028064,0.0002679767,0.00005928298,0.0000367697],"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":[0.000005227323,0.000006120857,0.009192774,0.00004466686,0.00001155259,6.781335e-7,0.0001981529,0.0007770503,0.9811962,0.006888568,0.0001053516,0.001573694],"study_design_scores_gemma":[0.0002470084,0.00001753191,0.2100929,0.00003244598,0.00001224876,0.000008952336,0.00002153174,0.03278392,0.7389677,0.01759925,0.000006885589,0.000209651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6765303,0.00001115555,0.3181094,0.00007192307,0.00005754328,0.0002328886,0.000001359694,0.0005608975,0.004424512],"genre_scores_gemma":[0.8212066,0.00001813536,0.1786324,0.000004166949,0.00004049972,0.00004008086,0.00001124547,0.00001934206,0.00002747069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422285,"threshold_uncertainty_score":0.4558356,"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."}}