{"id":"W2038548386","doi":"10.1115/pvp2010-25290","title":"Analysis of Residual Stresses in Three-Pass Slot Weld (NeT-TG4): Finite Element Modelling and Neutron Diffraction","year":2010,"lang":"en","type":"article","venue":"ASME 2010 Pressure Vessels and Piping Conference: Volume 6, Parts A and B","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Deep River Science Academy","funders":"Royal Academy of Engineering; Australian Nuclear Science and Technology Organisation","keywords":"Finite element method; Residual stress; Welding; Materials science; Neutron diffraction; Isotropy; Diffraction; Mechanical engineering; Structural engineering; Metallurgy; Engineering; Optics; Physics","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":[0.0004074205,0.000324902,0.0004106878,0.000358439,0.0001650027,0.0002559266,0.0005819019,0.0005130818,0.0006481104],"category_scores_gemma":[0.000439476,0.0002382692,0.0003494199,0.0003154571,0.0003863567,0.0002585469,0.0001980174,0.0001889067,0.000189546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563516,"about_ca_system_score_gemma":0.0004765681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264057,"about_ca_topic_score_gemma":0.003301941,"domain_scores_codex":[0.9998006,0.0000175128,0.000008055022,0.00002710526,0.0001332881,0.00001338825],"domain_scores_gemma":[0.9997664,0.00008669187,0.00004240586,0.00004064182,0.00005386837,0.00000991278],"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":[0.00021892,0.00005962715,0.007223712,0.0001564626,0.00002630648,0.000195677,0.0002445964,0.6825187,0.2891191,0.001697784,0.0001660784,0.01837306],"study_design_scores_gemma":[0.00001322232,0.0001970613,0.008382976,0.000008576891,0.00001366016,0.000106621,0.00005653034,0.8958149,0.09388316,0.0003625833,0.00114092,0.00001977566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724266,0.0001406623,0.1251103,0.00001977777,0.000009858597,0.00002434673,0.0001511218,0.0003395729,0.001777727],"genre_scores_gemma":[0.968134,0.00007566153,0.02991315,0.000003853922,0.00000153311,0.00002860917,0.0001695599,0.00004389754,0.00162988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002264057,"threshold_uncertainty_score":0.00450182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698018967356804,"score_gpt":0.2314119046894088,"score_spread":0.2144317150158407,"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."}}