{"id":"W2408256525","doi":"10.1021/acsami.5b03543","title":"(Ag,Cu)–Ta–O Ternaries As High-Temperature Solid-Lubricant Coatings","year":2015,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; National Institute for Nanotechnology","funders":"Ministerio de Ciencia e Innovación; Air Force Office of Scientific Research; Alberta Innovates - Technology Futures","keywords":"Materials science; Lubricant; Tribology; Molecular dynamics; Ternary operation; Oxide; Density functional theory; Metal; Work (physics); Thermodynamics; Composite material; Chemical physics; Metallurgy; Computational chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003391588,0.0003757415,0.0005193103,0.00006952442,0.00007288241,0.0003574614,0.0004265545,0.0002089581,0.0003788094],"category_scores_gemma":[0.00004390137,0.0003158562,0.00001840492,0.0001103193,0.0000559695,0.0001702701,0.0002112091,0.0001895955,0.0010065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005776427,"about_ca_system_score_gemma":0.0000296706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485175,"about_ca_topic_score_gemma":0.00001061712,"domain_scores_codex":[0.9984581,0.00002912756,0.0004628207,0.0003233866,0.0003057909,0.0004207991],"domain_scores_gemma":[0.9993031,0.00002197216,0.0001041962,0.0003608414,0.00006729217,0.0001425829],"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":[0.00006576933,0.00001864666,0.000001133205,0.00008644894,0.00006294503,0.00001631832,0.0007147419,0.0001380752,0.9794371,0.01131008,0.007934255,0.0002144612],"study_design_scores_gemma":[0.0003718833,0.00007557723,0.000004753672,0.00004684514,0.00003415547,0.00003249826,0.0004233431,0.000007427629,0.9858108,0.00931104,0.00350513,0.0003765483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907836,0.0002291276,0.00004246058,0.0001111976,0.004146388,0.0002750056,0.0000796033,0.0005834723,0.00374919],"genre_scores_gemma":[0.9971288,0.00007510739,0.0006411974,0.0002199234,0.0003639641,0.00008752897,0.00005053432,0.00008505706,0.001347869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006373671,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284005253138741,"score_gpt":0.2205474511189111,"score_spread":0.2077073985875237,"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."}}