{"id":"W4372284680","doi":"10.1007/s10853-023-08521-4","title":"Improvement of dynamic compression properties and strengthening mechanism of Mg–Y–Nd–Gd–Zr alloy by pre-twinning","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Materials science; Crystal twinning; Crystallography; Alloy; Microstructure; Condensed matter physics; Physics; Metallurgy; Chemistry","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":[0.0001431561,0.0001929481,0.0002292351,0.000268563,0.0001502325,0.000176007,0.0004233921,0.00020068,0.0009404962],"category_scores_gemma":[0.0002104873,0.0001847275,0.0002314723,0.000216549,0.0001768814,0.0002967445,0.0001958225,0.000181015,0.0001424405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769654,"about_ca_system_score_gemma":0.0001998629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006327143,"about_ca_topic_score_gemma":0.001231464,"domain_scores_codex":[0.999911,0.000006205944,0.00000789188,0.00002013474,0.000036782,0.00001802125],"domain_scores_gemma":[0.9999021,0.00001295723,0.00002877104,0.00001411058,0.00003089462,0.00001123529],"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":[0.0001071941,0.00001114088,0.0002848014,0.00005599221,0.000006479542,0.00003487677,0.00001966063,0.0002979105,0.9964858,0.0002291389,0.0000442562,0.002422686],"study_design_scores_gemma":[0.00001517882,0.000134389,0.002822327,0.000003331991,0.00001803979,0.00007386423,0.00002054893,0.005401084,0.9905124,0.00004806717,0.0009430416,0.000007554188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945808,0.0007760826,0.003271827,0.00003467697,0.00003742918,0.00000981876,0.00003024685,0.00006862799,0.001190381],"genre_scores_gemma":[0.9976066,0.0001429642,0.001460923,0.000007224259,0.000005432556,0.000003281577,0.00003075505,0.00001527991,0.0007274584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009404962,"threshold_uncertainty_score":0.003146291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194443088157928,"score_gpt":0.2511834490580804,"score_spread":0.2317391402422876,"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."}}