{"id":"W2072554361","doi":"10.5539/mas.v9n5p269","title":"Cavitation Treatment of High-Viscosity Marine Fuels for Medium-Speed Diesel Engines","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Material Properties and Applications","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cavitation; Diesel fuel; Piston (optics); Cylinder; Diesel engine; Piston ring; Environmental science; Fuel injection; Fuel oil; Viscosity; Automotive engineering; Bushing; Materials science; Petroleum engineering; Mechanical engineering; Waste management; Engineering; Mechanics; Chemistry; Composite material; Physics; Ring (chemistry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004277231,0.0001257534,0.0002104479,0.00005869026,0.0001976125,0.00008262659,0.0003452745,0.00003207023,0.00004231458],"category_scores_gemma":[0.00003582028,0.00009235489,0.00002602579,0.0001867652,0.0003599401,0.0001652204,0.0001085767,0.00001466813,0.00003496807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139445,"about_ca_system_score_gemma":0.0001479974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003814585,"about_ca_topic_score_gemma":0.00003060055,"domain_scores_codex":[0.9987674,0.000009027772,0.0002397297,0.0003653857,0.0003457949,0.0002726216],"domain_scores_gemma":[0.9991817,0.00003334944,0.0001137956,0.0003349276,0.0002050789,0.0001311552],"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":[0.00007442643,0.00009255474,0.00001635835,0.00001671235,0.000001695532,9.585938e-8,0.0007728671,0.000555057,0.9882182,0.006634091,0.00004589266,0.003571988],"study_design_scores_gemma":[0.000615046,0.0001675272,0.0004740736,0.000003458415,0.00001283748,8.645807e-7,0.0001121004,0.01007123,0.9629221,0.02490893,0.0005819036,0.0001299639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568058,0.0000219175,0.04053675,0.0003105883,0.000281427,0.0007030574,0.00005906946,0.0000635237,0.001217816],"genre_scores_gemma":[0.9891623,0.000006413841,0.01024846,0.00002877202,0.00009847073,0.0001883798,0.00001586393,0.000009717978,0.0002416699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0323564,"threshold_uncertainty_score":0.3766123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744553381797469,"score_gpt":0.273779984863853,"score_spread":0.2263344510458783,"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."}}