{"id":"W2588815066","doi":"","title":"Canadian Regulatory Perspective on LBB Application for CANDU Piping","year":2007,"lang":"en","type":"article","venue":"NCSU Libraries Repository (North Carolina State University Libraries)","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Piping; Perspective (graphical); Engineering; Computer science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[0.009557711,0.001476065,0.001306628,0.007918694,0.02777178,0.01968036,0.007493014,0.0363439,0.02925009],"category_scores_gemma":[0.0222011,0.00169319,0.002842761,0.006605088,0.007032633,0.004310593,0.00405704,0.02037942,0.003642377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1188533,"about_ca_system_score_gemma":0.3680634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877049,"about_ca_topic_score_gemma":0.9909527,"domain_scores_codex":[0.9682779,0.002011057,0.001073681,0.00252135,0.01987881,0.006237093],"domain_scores_gemma":[0.9771112,0.003108758,0.0004868898,0.0004959006,0.01700255,0.001794665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007717552,0.0000936744,0.001226011,0.0002976854,0.00003116502,0.0008599036,0.001089876,0.001849185,0.001327856,0.4377288,0.526179,0.02923961],"study_design_scores_gemma":[0.00003158675,0.00003547468,0.002648288,0.0004302246,0.00005009989,0.0001448809,0.001082419,0.0007634794,0.0006075013,0.009528711,0.9845316,0.0001457821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005165807,0.009200833,0.001777948,0.3021481,0.003294566,0.0001914349,0.001367121,0.0002957087,0.6765584],"genre_scores_gemma":[0.1267633,0.01851466,0.006034834,0.2787511,0.001844461,0.0002578076,0.001017902,0.0003039374,0.566512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1188533,"threshold_uncertainty_score":0.8623448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003214663179764216,"score_gpt":0.1600200172079666,"score_spread":0.1568053540282024,"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."}}