{"id":"W2201640541","doi":"10.4271/2002-01-1700","title":"Investigation of Diesel Fuel Lubricity and Evaluation of Bench Tests to Correlate with Medium and Heavy Duty Diesel Fuel Injection Equipment Component Wear - Part 1","year":2002,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Engineering Applied Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shell (Canada); Fisheries and Oceans Canada","funders":"Ministère de la Défense Nationale","keywords":"Lubricity; Diesel fuel; Automotive engineering; Heavy duty; Component (thermodynamics); Environmental science; Materials science; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005688664,0.0005629811,0.0002878823,0.0007066766,0.0002916722,0.0003238648,0.0005186499,0.0003638883,0.001769869],"category_scores_gemma":[0.001692075,0.0002442556,0.0003576804,0.0003723593,0.0002884023,0.0002901354,0.0003337112,0.0003352446,0.0003492481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424847,"about_ca_system_score_gemma":0.0002216204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001729674,"about_ca_topic_score_gemma":0.00328537,"domain_scores_codex":[0.9991891,0.0001154323,0.00007003605,0.0001049235,0.0004614064,0.0000590781],"domain_scores_gemma":[0.9981723,0.0005590552,0.0002895046,0.0001449336,0.0007538775,0.00008032218],"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":[0.0006673808,0.0005499145,0.02282665,0.0003322663,0.00003945404,0.0001662944,0.0002385366,0.0008215142,0.9586188,0.00004029906,0.0001586097,0.0155404],"study_design_scores_gemma":[0.00002259383,0.01030743,0.1008956,0.00001888715,0.0000479433,0.0003154694,0.0002019035,0.001758878,0.8852739,0.00002069656,0.001107727,0.00002893733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994087,0.0003732667,0.004396083,0.0000123239,0.00002088828,0.0001129418,0.0002054328,0.00005798932,0.00073419],"genre_scores_gemma":[0.9922655,0.0002258546,0.004571415,0.00002873328,0.0000111525,0.00006595567,0.0004204708,0.00002178774,0.002389211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769869,"threshold_uncertainty_score":0.005920827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773512686846794,"score_gpt":0.2497917686366604,"score_spread":0.2220566417681925,"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."}}