{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004709264,0.0001980604,0.0006658196,0.00003719818,0.0001128384,0.00006989629,0.0001898678,0.00003610415,0.0004805259],"category_scores_gemma":[0.0006678985,0.0001463702,0.0000740931,0.0002663799,0.00006335126,0.0001756773,0.0001678534,0.0000572557,0.0004915195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004989606,"about_ca_system_score_gemma":0.00002439454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000390581,"about_ca_topic_score_gemma":0.000009893841,"domain_scores_codex":[0.9982915,0.0002122516,0.0005263761,0.0003510354,0.0002323746,0.000386462],"domain_scores_gemma":[0.9993463,0.0001593703,0.0001475426,0.0002221345,0.00005822011,0.00006640777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001770843,0.00006936219,6.661847e-7,0.0005436039,0.000006772976,0.000002779208,0.0000584575,0.00003830307,0.9971492,0.0003071239,0.001498558,0.0003074797],"study_design_scores_gemma":[0.0002205616,0.00006541757,0.00002008255,0.0007965848,0.00006012942,0.000001334408,0.000006816064,0.0003080272,0.9904444,0.004875083,0.00299738,0.0002042266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952042,0.002919053,0.0002312872,0.0004012702,0.0003184372,0.0005412498,0.0001827015,0.0001639771,0.0000378878],"genre_scores_gemma":[0.9983399,0.0007509456,0.00009897615,0.0003180111,0.000176081,0.00006625256,0.0001109545,0.00002449802,0.0001143645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006704828,"threshold_uncertainty_score":0.6317652,"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."}}