{"id":"W1997448624","doi":"10.1115/pvp2004-2740","title":"Meshless Dynamic Relaxation Technique for Simulating Atomistic Models Subjected to External Forces Under the Periodic Symmetry","year":2004,"lang":"en","type":"article","venue":"","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Traction (geology); Periodic boundary conditions; Symmetry (geometry); Dynamic relaxation; Boundary value problem; Relaxation (psychology); Reflection symmetry; Displacement (psychology); Translational symmetry; Dislocation; Physics; Mechanics; Materials science; Statistical physics; Classical mechanics; Mathematical analysis; Mathematics; Condensed matter physics; Geometry","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":[0.0003153172,0.0003011149,0.0002662801,0.0001949984,0.0002049262,0.0002469452,0.0007817351,0.0005370923,0.00113888],"category_scores_gemma":[0.0007433383,0.0002175529,0.0003327337,0.0001934502,0.0003050283,0.0003407258,0.0003557963,0.000551921,0.0001656299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199926,"about_ca_system_score_gemma":0.0003637073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235786,"about_ca_topic_score_gemma":0.001044592,"domain_scores_codex":[0.9999169,0.00003017542,0.000003709862,0.000007332565,0.00003514325,0.000006764604],"domain_scores_gemma":[0.9998455,0.00007128181,0.00001651455,0.00003580589,0.00002071653,0.00001004886],"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":[0.00005588664,0.00004588639,0.0006672624,0.0001197258,0.00003603268,0.0001425826,0.0001179119,0.8975779,0.03860159,0.03471971,0.0007054399,0.02721005],"study_design_scores_gemma":[0.000007178374,0.0000131231,0.00004368088,0.000002353865,0.000002181744,0.00002329989,0.000004148443,0.9962753,0.001675336,0.001121236,0.0008297485,0.000002469393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0439859,0.00008230705,0.9530994,0.00008301812,0.00003547204,0.00004813288,0.00006094555,0.0004456638,0.002159268],"genre_scores_gemma":[0.4273289,0.0001851391,0.5700591,0.00004904084,0.00001538255,0.0002556964,0.000139225,0.0001602536,0.001807248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001235786,"threshold_uncertainty_score":0.003809869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899818856140638,"score_gpt":0.2687303955482446,"score_spread":0.2497322069868382,"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."}}