{"id":"W4414420659","doi":"10.1016/j.scriptamat.2025.117004","title":"Crystallographic orientation and variant selection of trimodal microstructure in dual-phase Mg-Li alloy after solid solution treatment","year":2025,"lang":"en","type":"article","venue":"Scripta Materialia","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Ningxia Province; National Natural Science Foundation of China","keywords":"Alloy; Solid solution; Phase (matter); Microstructure; Compatibility (geochemistry); Deformation (meteorology)","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":[0.0000496573,0.00009249475,0.0001059502,0.0001450909,0.000167171,0.0002495062,0.0001757845,0.0001365582,0.003087802],"category_scores_gemma":[0.0001209027,0.0001037952,0.0000663214,0.0001706671,0.00018058,0.0001027364,0.00008088214,0.0002010885,0.0002714358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001946804,"about_ca_system_score_gemma":0.0002127897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211066,"about_ca_topic_score_gemma":0.004665012,"domain_scores_codex":[0.9999577,0.000002756464,0.000002072588,0.00001176892,0.00001311108,0.00001270295],"domain_scores_gemma":[0.9999486,0.000005895356,0.00001629635,0.000005339814,0.00001419364,0.000009608118],"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":[0.0001940686,0.00001172264,0.0006506999,0.00003465407,0.000003271019,0.00005517324,0.0000370499,0.0001734605,0.9958225,0.0002761737,0.0002321374,0.002508992],"study_design_scores_gemma":[0.0000201051,0.00009175747,0.01450809,0.00000567781,0.00001266617,0.00009706208,0.00009794358,0.002972581,0.979821,0.00009194133,0.002270343,0.00001085435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960452,0.0003761498,0.0006963236,0.00003779836,0.00002661052,0.000004312406,0.0002026598,0.00004947865,0.002561508],"genre_scores_gemma":[0.9978228,0.00009481864,0.0005297385,0.00001367958,0.000003853431,0.000004161318,0.0001459989,0.00002287525,0.001362171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003087802,"threshold_uncertainty_score":0.01032966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009824653636792514,"score_gpt":0.2692350013272525,"score_spread":0.25941034769046,"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."}}