{"id":"W2480613873","doi":"10.1038/srep30935","title":"Deformation behavior of metallic glasses with shear band like atomic structure: a molecular dynamics study","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China; National Supercomputer Centre in Guangzhou","keywords":"Amorphous metal; Materials science; Shear band; Shear matrix; Volume fraction; Deformation (meteorology); Shear (geology); Plasticity; Amorphous solid; Molecular dynamics; Composite material; Ultimate tensile strength; Context (archaeology); Chemical physics; Crystallography; Chemistry; Alloy","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":[0.00008691795,0.0001954325,0.000219759,0.0003008641,0.0003979279,0.0002663001,0.000272691,0.0002575122,0.0008794303],"category_scores_gemma":[0.0002192085,0.0001678527,0.0002836559,0.0002690366,0.0004584809,0.0002648823,0.0001536159,0.0002440289,0.00006558374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007291856,"about_ca_system_score_gemma":0.0004916789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008220839,"about_ca_topic_score_gemma":0.007970741,"domain_scores_codex":[0.9999653,0.000003739914,0.000002349482,0.000006991285,0.000009569833,0.00001198562],"domain_scores_gemma":[0.9999379,0.0000181105,0.00001331785,0.000008688218,0.00001172354,0.00001031932],"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":[0.0004658469,0.0002457778,0.0230931,0.0002365231,0.0001394583,0.0004953648,0.0005822597,0.4782785,0.4773041,0.01005192,0.0004129135,0.008694094],"study_design_scores_gemma":[0.00005263927,0.0002368834,0.01099006,0.00001194151,0.00003196346,0.00005709385,0.0001071658,0.944956,0.04225367,0.0006596647,0.000618913,0.00002395396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986155,0.00005688934,0.0006186253,0.00004123746,0.000002138758,0.00000758338,0.00005611327,0.00001519694,0.0005866457],"genre_scores_gemma":[0.9990126,0.00005526792,0.0007393391,0.000006229095,9.228742e-7,0.000006613817,0.00007101354,0.000003939871,0.0001040683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008220839,"threshold_uncertainty_score":0.01634598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005631784863938975,"score_gpt":0.2013166204794735,"score_spread":0.1956848356155346,"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."}}