{"id":"W4236629648","doi":"10.13179/canchemtrans.2015.03.01.0160","title":"Ionic Liquid as an Effective Corrosion Inhibitor on 6061 Al-15 Vol. Pct. SiC(p) Composite in 0.1 M H2SO4 Medium - an Ecofriendly Approach","year":2015,"lang":"en","type":"article","venue":"Canadian Chemical Transactions","topic":"Magnesium Oxide Properties and Applications","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ionic liquid; Composite number; Corrosion; Materials science; Ionic bonding; Metallurgy; Corrosion inhibitor; Chemical engineering; Nuclear chemistry; Chemistry; Ion; Composite material; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003005735,0.0002575458,0.0002721877,0.0001804163,0.000254591,0.0001144139,0.0003778593,0.0002078602,0.0005696688],"category_scores_gemma":[0.0000478291,0.0002464191,0.00006950895,0.0003781471,0.0002039335,0.0003977937,0.00001017423,0.000374971,0.0002860556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471776,"about_ca_system_score_gemma":0.0004829508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03795834,"about_ca_topic_score_gemma":0.03419761,"domain_scores_codex":[0.9980237,0.0001243421,0.0003231751,0.0006706083,0.0002892422,0.0005689096],"domain_scores_gemma":[0.9977356,0.00005629616,0.000055093,0.0004934778,0.0001774723,0.001482107],"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":[0.0002308722,0.0004103231,0.00001398394,0.0000222182,0.000003065252,0.000007788871,0.001080108,0.0008822748,0.9953583,0.0003085466,0.0009884763,0.0006940267],"study_design_scores_gemma":[0.001197347,0.0008272323,0.0001447418,0.00004641516,0.00004278687,0.00004045183,0.0009962862,0.005073398,0.9748407,0.0003365687,0.01583357,0.0006204824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917128,0.00004380205,0.001964614,0.001510334,0.0004662356,0.0007692915,0.0001797425,0.0001234931,0.003229663],"genre_scores_gemma":[0.9971222,0.00000368281,0.0008934676,0.0009677486,0.0001954152,0.0004671021,0.0001316219,0.00004048007,0.0001783123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02051759,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741787086576435,"score_gpt":0.241892485560555,"score_spread":0.2244746146947907,"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."}}