{"id":"W2065278386","doi":"10.1115/ijtc2007-44156","title":"Nanoscale Studies of the Role of ZDDPs in the Wear Protection in the Automobile Engine","year":2007,"lang":"en","type":"article","venue":"ASME/STLE 2007 International Joint Tribology Conference, Parts A and B","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Windsor; Western University","funders":"","keywords":"Automotive industry; Fuel efficiency; Materials science; Aluminium; Greenhouse gas; Fossil fuel; Automotive engineering; Metallurgy; Waste management; Engineering","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":[0.0006096577,0.00009229824,0.0001670974,0.0001063266,0.00003099961,0.000009216183,0.0002010265,0.00005466128,0.00005253376],"category_scores_gemma":[0.00008305243,0.00004730657,0.00004164912,0.0001464706,0.0001947062,0.00005467293,0.00003679602,0.0001845477,0.000001926657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002008446,"about_ca_system_score_gemma":0.00001792213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007997832,"about_ca_topic_score_gemma":0.0003252892,"domain_scores_codex":[0.9992373,0.00007344262,0.0002909862,0.00009902871,0.0001571703,0.0001420497],"domain_scores_gemma":[0.9995434,0.0001908754,0.00007061107,0.0001143362,0.0000702302,0.00001052625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005188606,0.002186041,0.1553164,0.0003515742,0.001421226,0.0001067448,0.1002957,0.003095145,0.1387245,0.4564433,0.008315207,0.1332253],"study_design_scores_gemma":[0.002284282,0.0004326186,0.7405472,0.0004233925,0.00005956176,0.0001588274,0.02672119,0.01121247,0.101531,0.02063204,0.09557419,0.0004232452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887826,0.0006181101,0.0002769977,0.000631141,0.0003894246,0.0003559654,0.00002950552,0.00001340695,0.008902879],"genre_scores_gemma":[0.9995694,0.000175937,0.00002814412,0.00005440534,0.00006247645,0.00004083128,0.000003635185,0.00000462076,0.00006056385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5852308,"threshold_uncertainty_score":0.1929106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649232743567217,"score_gpt":0.2564888163207281,"score_spread":0.2299964888850559,"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."}}