{"id":"W2002891443","doi":"10.1179/175158407x181499","title":"Nanoscale chemistry and mechanical properties of tribofilms on Al–Si alloy (A383): interaction of ZDDP, calcium detergent and molybdenum friction modifier","year":2007,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nanoindentation; XANES; Molybdenum; Lubricant; Zinc; Materials science; Portlandite; Alloy; Friction modifier; Chemical engineering; Metallurgy; Chemistry; Composite material; Spectroscopy; Cement","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":[0.0003670862,0.0002503522,0.0005189313,0.00006953241,0.00004366619,0.0000243072,0.0001172854,0.0001887274,0.0002067124],"category_scores_gemma":[0.0000440971,0.0002023493,0.00003706885,0.00006881966,0.0001881633,0.0001548705,0.0000802991,0.0001243197,0.000004416493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003436257,"about_ca_system_score_gemma":0.000008828615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178685,"about_ca_topic_score_gemma":0.00001496893,"domain_scores_codex":[0.9986576,0.00007053799,0.0005863926,0.0002714673,0.0001331721,0.0002808371],"domain_scores_gemma":[0.9994335,0.0001012655,0.0001713948,0.0001643226,0.00006063093,0.00006892942],"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":[0.0004941874,0.00007134854,0.00007173368,0.000211472,0.0001243894,0.000002603844,0.0005877167,0.0002196995,0.9975954,0.00003697681,0.00007745338,0.000507036],"study_design_scores_gemma":[0.0004744908,0.0002406181,0.0008844133,0.0001614,0.00003327945,0.00002484512,0.0008296611,0.0004683734,0.9964359,0.00004236617,0.000218874,0.0001857892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977935,0.0007169279,0.0001483186,0.00005177173,0.0007149079,0.0002088494,0.0001178748,0.00007889172,0.0001689658],"genre_scores_gemma":[0.9993176,0.0004093864,0.00009406687,0.00001581063,0.00003785134,0.0000132565,0.00001164705,0.00002929458,0.00007109766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001524097,"threshold_uncertainty_score":0.8251563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003532722056714,"score_gpt":0.2424568676741878,"score_spread":0.2224215404536206,"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."}}