{"id":"W4385497727","doi":"10.32920/23822664","title":"Latest research advances on magnesium and magnesium alloys worldwide","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Key Research and Development Program of China; National Science Foundation","keywords":"Magnesium; Blank; Materials science; Metallurgy; Composite material","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":[0.001107487,0.00104605,0.001109229,0.004560138,0.0005010634,0.002408915,0.001090539,0.001706486,0.03264156],"category_scores_gemma":[0.001145487,0.0004180789,0.0008267916,0.005398788,0.0004441686,0.003545405,0.00125301,0.001511973,0.01508538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161634,"about_ca_system_score_gemma":0.002137857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874538,"about_ca_topic_score_gemma":0.002484255,"domain_scores_codex":[0.9993393,0.00007025532,0.00009984274,0.0001408564,0.0002812269,0.00006842813],"domain_scores_gemma":[0.999343,0.0001494964,0.0001037016,0.00002755052,0.0003039291,0.00007244039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001953043,0.0001034674,0.00102502,0.01833079,0.0001237565,0.0005723577,0.000331451,0.000396386,0.01001283,0.02185344,0.1144104,0.8326448],"study_design_scores_gemma":[0.000003515418,0.0000391701,0.00047699,0.001129454,0.00004460373,0.0004010347,0.0001151194,0.00005591772,0.001116775,0.001453006,0.9951525,0.00001204432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001329171,0.9542403,0.001020245,0.003024512,0.003572605,0.00003349998,0.0003355672,0.00008861229,0.03635551],"genre_scores_gemma":[0.006421363,0.9658933,0.001497401,0.00160129,0.00271518,0.00003063289,0.0005871616,0.0000324344,0.02122115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03264156,"threshold_uncertainty_score":0.1091969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120308023152433,"score_gpt":0.3599376290144258,"score_spread":0.2479068266991824,"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."}}