{"id":"W4377237941","doi":"10.1103/physrevmaterials.7.053611","title":"Solid solution softening in single crystalline metal nanowires studied by atomistic simulations","year":2023,"lang":"en","type":"article","venue":"Physical Review Materials","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Softening; Nucleation; Nanowire; Dislocation; Alloy; Molecular dynamics; Stacking-fault energy; Solid solution; Chemical physics; Crystallography; Metallurgy; Thermodynamics; Nanotechnology; Composite material; Computational chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003472236,0.0004225858,0.0009142873,0.0006110872,0.0007011089,0.0007165857,0.0009982245,0.001487483,0.002465849],"category_scores_gemma":[0.001269286,0.000497373,0.0008559247,0.0005310671,0.0008493808,0.0005372951,0.0005387641,0.0007067614,0.0001827586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142814,"about_ca_system_score_gemma":0.00127769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203381,"about_ca_topic_score_gemma":0.01275659,"domain_scores_codex":[0.999882,0.0000266135,0.000004761124,0.00001588241,0.0000316218,0.00003916919],"domain_scores_gemma":[0.999371,0.00036906,0.00005984727,0.0000449861,0.00009427769,0.00006096308],"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":[0.00005818675,0.00006986087,0.00176513,0.00005430061,0.00003730795,0.0001129222,0.00006443266,0.9887496,0.002365991,0.005431951,0.000253831,0.001036417],"study_design_scores_gemma":[0.00001874883,0.00001429333,0.0003008902,0.000004767692,0.000004483093,0.000004860934,0.00001566977,0.9985321,0.0002550728,0.0006844612,0.0001606959,0.000004060687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742547,0.0002328323,0.01330091,0.0003827825,0.00004007724,0.00008046056,0.0005737346,0.0001269038,0.0110075],"genre_scores_gemma":[0.9875913,0.0002275079,0.009682691,0.00008911375,0.00001375896,0.0001924679,0.0004486204,0.00005358441,0.001701071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203381,"threshold_uncertainty_score":0.04043943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04088519084758049,"score_gpt":0.3415134111811125,"score_spread":0.300628220333532,"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."}}