{"id":"W2148666341","doi":"10.1115/pvp2011-57591","title":"Probabilistic Assessment of Dissimilar Metal Welds in CANDU Reactors","year":2011,"lang":"en","type":"article","venue":"","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oakville Public Library; Atomic Energy (Canada)","funders":"","keywords":"Leak; Probabilistic logic; Cracking; Materials science; Limiting; Welding; Stress corrosion cracking; Corrosion; Nuclear engineering; Metallurgy; Alloy; Stress (linguistics); Structural engineering; Composite material; Environmental science; Engineering; Mechanical engineering; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002501949,0.0005319919,0.0004371004,0.001331552,0.0003581263,0.0007241022,0.001010974,0.00117244,0.0007553178],"category_scores_gemma":[0.004711202,0.0006731575,0.0006137856,0.0004775984,0.000686055,0.0006563935,0.0009531497,0.000370173,0.0001075819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025255,"about_ca_system_score_gemma":0.0003711297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004621735,"about_ca_topic_score_gemma":0.003638624,"domain_scores_codex":[0.9993795,0.0001447816,0.00003020488,0.0001340752,0.0002607975,0.00005051998],"domain_scores_gemma":[0.9974469,0.001629216,0.0004919735,0.0001428283,0.0002152616,0.00007389505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000184193,0.00003164023,0.01785748,0.00004433343,0.0000358595,0.0002476733,0.00004434942,0.9647412,0.008782278,0.001255461,0.00005392068,0.006721631],"study_design_scores_gemma":[0.00001054149,0.0001500249,0.01498532,0.000007149349,0.000019156,0.0001533016,0.00004510584,0.9757081,0.007535898,0.001199165,0.0001528234,0.00003349521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056598,0.0002519849,0.09216176,0.00006324163,0.000004841836,0.00005807564,0.0001400694,0.0001481545,0.001511987],"genre_scores_gemma":[0.995912,0.00004815396,0.003687737,0.000003352194,0.000001742758,0.00001360053,0.00004951447,0.000006035526,0.0002779414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9953783,"threshold_uncertainty_score":0.01323175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860634751898404,"score_gpt":0.2159166575449581,"score_spread":0.1973103100259741,"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."}}