{"id":"W139131022","doi":"","title":"A hysteresis approach of thermal expansion effect on residual stresses due to welding","year":2007,"lang":"en","type":"article","venue":"international conference on Modelling and simulation","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Residual stress; Hysteresis; Welding; Thermal expansion; Cooling curve; Composite material; Carbon steel; Stress (linguistics); Metallurgy","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":[0.0003286366,0.0003375492,0.0002842325,0.0005056254,0.0001397943,0.0003225241,0.0008282997,0.000478352,0.001040875],"category_scores_gemma":[0.001151598,0.0002458116,0.0004501999,0.0003216275,0.0004189862,0.0005197493,0.000315541,0.0004409306,0.0001387304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215037,"about_ca_system_score_gemma":0.0004267888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734834,"about_ca_topic_score_gemma":0.001137029,"domain_scores_codex":[0.9997589,0.00003913335,0.00001309319,0.00003630949,0.0001285922,0.0000239659],"domain_scores_gemma":[0.99966,0.0001608572,0.00004641332,0.0000512004,0.00006801385,0.00001347484],"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":[0.00005905157,0.00008526902,0.001027086,0.0001132999,0.00002639587,0.000128493,0.0001941454,0.847649,0.1067664,0.01064327,0.0001489385,0.03315869],"study_design_scores_gemma":[0.000004465238,0.00005212127,0.000607138,0.000004941164,0.000006377222,0.00004003219,0.0000104714,0.9830068,0.01478942,0.0008517633,0.0006159729,0.00001038426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1646864,0.0004365287,0.8284956,0.00005683396,0.0000413016,0.00007593151,0.00006548203,0.0005380213,0.005603951],"genre_scores_gemma":[0.9659994,0.0003028752,0.03109745,0.00002412756,0.00001528374,0.00008244933,0.00003667198,0.0000957191,0.002345992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001734834,"threshold_uncertainty_score":0.003482103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04586257436311247,"score_gpt":0.2973936445746506,"score_spread":0.2515310702115381,"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."}}