{"id":"W4390590535","doi":"10.1016/j.corsci.2024.111829","title":"Enhancing corrosion resistance of Mg-Li-Zn-Y-Mn alloy containing long period stacking ordered (LPSO) structure through homogenization treatment","year":2024,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Corrosion; Materials science; Stacking; Alloy; Homogenization (climate); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005541739,0.0002824963,0.0003298119,0.0001414786,0.0009438447,0.0005673568,0.0006352493,0.00009402669,0.0006266402],"category_scores_gemma":[0.0001840191,0.0002178375,0.0000814231,0.001350648,0.000565193,0.001019942,0.0002369466,0.0001168878,0.00005216976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117243,"about_ca_system_score_gemma":0.0005630347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091586,"about_ca_topic_score_gemma":0.0003831249,"domain_scores_codex":[0.9970581,0.00006905869,0.0005967597,0.0009519273,0.0007972031,0.0005269467],"domain_scores_gemma":[0.9984752,0.0001056131,0.0002476715,0.0006454515,0.00039567,0.0001304141],"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":[0.00005028819,0.00003412627,0.0001797423,0.0001042828,7.529438e-7,0.000007395501,0.003531341,0.0003751208,0.9916847,0.002695459,0.00006050058,0.001276321],"study_design_scores_gemma":[0.0002781767,0.0002089979,0.0004577716,0.0003936027,0.00003392509,0.00001657978,0.001134605,0.004235887,0.9884539,0.0002894411,0.004194692,0.0003024196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409441,0.001763352,0.05432583,0.000339331,0.001170305,0.0005915592,0.00009693314,0.0002242071,0.0005443637],"genre_scores_gemma":[0.9932008,0.0001384186,0.005148712,0.00007013515,0.00009271392,0.00005243656,0.0000238942,0.00003129822,0.001241619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05225665,"threshold_uncertainty_score":0.8883155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246769853715904,"score_gpt":0.2811344870246115,"score_spread":0.2586667884874524,"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."}}