{"id":"W2042731788","doi":"10.2320/matertrans.mra2008381","title":"Effects of Solute Segregation on Precipitation Phenomena and Age Hardening Response of High-Purity and Commercial AZ91 Magnesium Alloys","year":2009,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Tokyo; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Materials science; Alloy; Manganese; Precipitation; Lamellar structure; Metallurgy; Precipitation hardening; Magnesium; Hardening (computing); Aluminium; Composite material","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":[0.0004534104,0.0001517122,0.000307067,0.0000945911,0.0001966928,0.00006554182,0.00009235157,0.00007997543,0.0001875651],"category_scores_gemma":[0.0000341722,0.0001403907,0.00002824408,0.00009305836,0.0001381403,0.0001920884,0.000009226739,0.00004864396,0.000005262033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001946489,"about_ca_system_score_gemma":0.00002208128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002527813,"about_ca_topic_score_gemma":0.00002407431,"domain_scores_codex":[0.9987692,0.000243963,0.0003906525,0.0002574699,0.0001699651,0.0001687688],"domain_scores_gemma":[0.9993347,0.0001747535,0.0001787407,0.0001842904,0.00006677727,0.00006072179],"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":[0.0008579873,0.000144967,0.000003677012,0.0002355141,0.000004720746,0.000001063895,0.0009444398,0.00007627568,0.9950628,0.0009625038,0.00001598319,0.001690043],"study_design_scores_gemma":[0.0007162871,0.0005400605,0.06869038,0.00004689333,0.00008224795,0.000003579419,0.00005621005,0.00003092803,0.9289249,0.0006994539,0.0000701332,0.0001389538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944897,0.00005343713,0.003750084,0.0007787857,0.0002026872,0.0005153269,0.00009985449,0.0000494469,0.00006070711],"genre_scores_gemma":[0.9975489,0.00003802542,0.002067571,0.00006012258,0.00004397907,0.0000627512,0.00001181264,0.00001278172,0.0001540841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0686867,"threshold_uncertainty_score":0.5724967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00898723211646983,"score_gpt":0.2185942281225543,"score_spread":0.2096069960060845,"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."}}