{"id":"W2033332256","doi":"10.1115/pvp2012-78071","title":"Numerical Simulation of Mecano-Welding Process for Cylinder Manufacturing","year":2012,"lang":"en","type":"article","venue":"","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bent molecular geometry; Welding; Bending; Residual stress; Process (computing); Structural engineering; Materials science; Cylinder; Mechanical engineering; Gas metal arc welding; Planar; Arc welding; Engineering; Composite material; Computer science","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":[0.0001912109,0.0004110356,0.00056429,0.0003205808,0.0005817625,0.0006418383,0.0006422535,0.001242682,0.003554392],"category_scores_gemma":[0.0005794529,0.0002491895,0.000550419,0.0004860531,0.0004139699,0.0003489925,0.0003905,0.0004019737,0.0003617637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000639299,"about_ca_system_score_gemma":0.0008297983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094725,"about_ca_topic_score_gemma":0.005862884,"domain_scores_codex":[0.9998683,0.0000220669,0.00000719026,0.00001805484,0.00005483163,0.00002963691],"domain_scores_gemma":[0.9997892,0.00008288906,0.00002648278,0.00001976482,0.00006334708,0.0000183405],"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":[0.00003846791,0.00001998426,0.0005605662,0.0000429534,0.000006260991,0.0001157945,0.00004653534,0.9909248,0.003754516,0.002181341,0.0002443401,0.002064415],"study_design_scores_gemma":[0.000005369923,0.00001238589,0.0001754782,0.00000317012,0.000001607219,0.0000161229,0.0000110745,0.9983802,0.0006477942,0.0002119539,0.000530842,0.000004100171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.607942,0.001216354,0.2775373,0.0007668264,0.0002914311,0.0001986792,0.001141934,0.0009615393,0.1099439],"genre_scores_gemma":[0.9688585,0.0002875863,0.02051396,0.0000442956,0.00001343826,0.0001342231,0.0003533652,0.0000495103,0.009745226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094725,"threshold_uncertainty_score":0.02176708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016904626385241,"score_gpt":0.2861315024619769,"score_spread":0.2559624561981245,"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."}}