{"id":"W4220895642","doi":"10.3390/met12030449","title":"Corrosion Protection of ZK60 Wrought Magnesium Alloys by Micro-Arc Oxidation","year":2022,"lang":"en","type":"article","venue":"Metals","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; University of Waterloo; Natural Resources Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Xi'an Shiyou University; Natural Science Basic Research Program of Shaanxi Province; National Science Foundation","keywords":"Corrosion; Materials science; Metallurgy; Alloy; Microstructure; Coating; Salt spray test; Magnesium alloy; Magnesium; 6111 aluminium alloy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001106433,0.0003825562,0.0004195593,0.0002987843,0.0001286587,0.0002521206,0.0003572021,0.0002886813,0.0006684742],"category_scores_gemma":[0.0002818752,0.0003116223,0.0003682577,0.0002131973,0.0001729422,0.0001882284,0.0003130462,0.0001607384,0.0002387624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129529,"about_ca_system_score_gemma":0.0001133975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200123,"about_ca_topic_score_gemma":0.003025068,"domain_scores_codex":[0.9998081,0.000008029267,0.00001769751,0.000041827,0.000090527,0.00003384337],"domain_scores_gemma":[0.9998802,0.000009499696,0.00004962772,0.00001666907,0.00003155084,0.00001243193],"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":[0.00005814339,0.000003561432,0.0004409814,0.00006502752,0.000007432629,0.00006291003,0.00002908638,0.00009286273,0.9975734,0.00001632471,0.00002020583,0.001629953],"study_design_scores_gemma":[0.000007832748,0.0002817693,0.01554525,0.000006303689,0.00003410688,0.00020815,0.00004040354,0.0006108411,0.9819266,0.00001477053,0.001315464,0.000008508142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976301,0.0008034512,0.0007572148,0.00001364597,0.00001570433,0.000008011058,0.00006801909,0.0000538415,0.0006499842],"genre_scores_gemma":[0.9973761,0.0003783766,0.001157807,0.000009743297,0.000004491653,0.000005204425,0.00009343709,0.00002220325,0.0009525454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200123,"threshold_uncertainty_score":0.002386332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826342128534809,"score_gpt":0.2223991665548779,"score_spread":0.2041357452695298,"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."}}