{"id":"W3092478957","doi":"10.1016/j.jma.2020.07.007","title":"Microstructure and corrosion resistance of a duplex structured Mg–7.5Li–3Al–1Zn","year":2020,"lang":"en","type":"article","venue":"Journal of Magnesium and Alloys","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Microstructure; Alloy; Corrosion; Extrusion; Metallurgy; Annealing (glass); Cathodic protection; Recrystallization (geology); Dissolution; 6111 aluminium alloy; Magnesium alloy; Anode; Chemical engineering; Electrode","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":[0.0002127262,0.0001774233,0.000384674,0.00004804317,0.0001288802,0.00008792486,0.0002560945,0.00009005407,0.000369185],"category_scores_gemma":[0.00007907169,0.0001278482,0.00006848668,0.0001349116,0.0002145914,0.0002064293,0.0001104894,0.0001596392,0.000002899891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009645499,"about_ca_system_score_gemma":0.00006043836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001446199,"about_ca_topic_score_gemma":0.00001882116,"domain_scores_codex":[0.9986799,0.00005778905,0.0005560242,0.0002318796,0.0002778049,0.0001966486],"domain_scores_gemma":[0.9988766,0.00004463866,0.0004991408,0.0001546546,0.0002057583,0.0002192565],"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":[0.0002999537,0.00001788574,0.0006335592,0.0003038439,0.000002727038,0.00001035384,0.0005666181,0.00001388372,0.9956979,0.0005049894,0.001542043,0.0004063154],"study_design_scores_gemma":[0.00489104,0.001712547,0.07768205,0.0001867127,0.0003622702,0.0005276962,0.002002934,0.0004606302,0.8479951,0.002594636,0.0606577,0.0009266817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921381,0.002590198,0.0002446377,0.004434929,0.000172247,0.0001498458,0.00004376907,0.0000138569,0.0002124525],"genre_scores_gemma":[0.9940228,0.0001928107,0.004672549,0.0005157099,0.0002328496,0.000002263257,0.000001681633,0.00001634978,0.000342942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1477027,"threshold_uncertainty_score":0.52135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146058195164478,"score_gpt":0.2121014900076314,"score_spread":0.2006409080559866,"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."}}