{"id":"W4382312339","doi":"10.1016/j.rsurfi.2023.100117","title":"Binary and ternary lubricious oxides for high temperature tribological applications: A review","year":2023,"lang":"en","type":"review","venue":"Results in Surfaces and Interfaces","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Tribology; Materials science; Ternary operation; Oxide; Friction coefficient; Dry lubricant; Metallurgy; Coefficient of friction; Composite material; Computer science","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":[0.0003822985,0.0008495451,0.0008325061,0.002904097,0.0003158606,0.0008405701,0.000575226,0.000785065,0.003990436],"category_scores_gemma":[0.0004622198,0.0003141497,0.0004384636,0.002573722,0.00022235,0.001135006,0.0005414108,0.0008873906,0.001982929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707702,"about_ca_system_score_gemma":0.0009450354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008678347,"about_ca_topic_score_gemma":0.001874634,"domain_scores_codex":[0.9998559,0.00001441855,0.00002139464,0.00002776949,0.0000650038,0.00001559773],"domain_scores_gemma":[0.9997705,0.00009635965,0.00003958936,0.000006635571,0.00006895622,0.00001800607],"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":[0.00004393112,0.0001491435,0.0002502644,0.04469974,0.00008990866,0.0002300463,0.000113247,0.0005605547,0.008575807,0.005532824,0.02422107,0.9155335],"study_design_scores_gemma":[0.000005772448,0.0001229757,0.0005591513,0.003270019,0.0001082473,0.0007619611,0.00006414076,0.0001328901,0.001575874,0.001096674,0.9922842,0.00001811698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003432492,0.9976026,0.0002324484,0.00012914,0.0001660379,0.000007545117,0.00003531582,0.00001079229,0.00147282],"genre_scores_gemma":[0.001123065,0.9974182,0.0003649287,0.00007987376,0.00008946699,0.000008194577,0.00004358547,0.000002165503,0.0008705838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003990436,"threshold_uncertainty_score":0.01334935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05122376232191334,"score_gpt":0.3133427755746669,"score_spread":0.2621190132527536,"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."}}