{"id":"W2029974363","doi":"10.1016/j.susc.2006.05.008","title":"Atmospheric effects on the adhesion and friction between non-hydrogenated diamond-like carbon (DLC) coating and aluminum – A first principles investigation","year":2006,"lang":"en","type":"article","venue":"Surface Science","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":172,"is_retracted":false,"has_abstract":false,"ca_institutions":"General Motors (Canada); University of Windsor; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Diamond-like carbon; Materials science; Adsorption; Dissociation (chemistry); Diamond; Tribometer; Hydrogen; Density functional theory; Coating; Carbon fibers; Nitrogen; Chemical engineering; Tribology; Composite material; Nanotechnology; Thin film; Physical chemistry; Chemistry; Computational chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002005801,0.0002036784,0.0002041682,0.00003425058,0.0008330551,0.0004525063,0.0003081605,0.00007587095,0.00001155132],"category_scores_gemma":[0.0002545819,0.0001430133,0.00002064584,0.0006987357,0.0007994904,0.0003121851,0.0002150505,0.0001180962,0.00001578706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009250064,"about_ca_system_score_gemma":0.0001407931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449814,"about_ca_topic_score_gemma":0.00009772552,"domain_scores_codex":[0.997736,0.0001622353,0.0002548384,0.000607434,0.0007340141,0.0005054355],"domain_scores_gemma":[0.9987827,0.0005182538,0.0001467133,0.00029687,0.00009733591,0.0001581507],"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":[0.00001033948,0.00001153697,0.02592478,0.00006607739,0.000001256053,0.000002745854,0.0002186867,0.000725754,0.9727067,0.0000985712,0.00002119848,0.0002123075],"study_design_scores_gemma":[0.0002199164,0.0001904055,0.05881236,0.0001367168,0.00001072404,0.000001746782,0.00008304193,0.01662354,0.9233814,0.000300418,0.0000569251,0.0001827681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981066,0.0001455226,0.000013698,0.0003071775,0.0002583471,0.0004935429,0.000007916161,0.00008017122,0.0005870059],"genre_scores_gemma":[0.9991266,0.00002459652,0.0005707465,0.00005137681,0.00008268218,0.00002782912,0.000004397793,0.00001654602,0.00009518243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04932532,"threshold_uncertainty_score":0.640727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395466026433142,"score_gpt":0.230057306698474,"score_spread":0.2161026464341426,"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."}}