{"id":"W3039659429","doi":"10.1139/tcsme-2020-0083","title":"Tribological and thermo-physical properties of jatropha oil containing TiO<sub>2</sub> nanoparticles","year":2020,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lubricant; Materials science; Tribology; Jatropha; Scanning electron microscope; Viscometer; Composite material; Viscosity; Nanoparticle; Oil analysis; Base oil; Synthetic oil; Mineral oil; Thermal conductivity; Viscosity index; Biodiesel; Metallurgy; Nanotechnology; 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":[0.00005571633,0.0001247654,0.0002329972,0.00001590674,0.00009184457,0.00001144403,0.0001310286,0.00007555953,0.000003718423],"category_scores_gemma":[0.00003195522,0.00009532509,0.0002859296,0.0001470918,0.00007328032,0.00006562584,0.000006589894,0.0001639422,3.356448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005755762,"about_ca_system_score_gemma":0.00004881068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002050051,"about_ca_topic_score_gemma":0.0002949877,"domain_scores_codex":[0.999381,0.00000794111,0.0001746208,0.0001156709,0.00009094824,0.0002297954],"domain_scores_gemma":[0.9996061,0.00005963262,0.0000225372,0.00009442356,0.00003107602,0.0001862776],"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":[0.00001134116,0.000009580568,6.871929e-7,0.0001643684,0.0001490013,2.734957e-7,0.0008006931,0.02362948,0.9698791,0.001564905,0.00001101422,0.003779586],"study_design_scores_gemma":[0.0002960313,0.00008342743,0.00002603751,0.00005136588,0.00006956317,0.000002715973,0.0002408289,0.2360751,0.7628398,0.00006738218,0.0001286392,0.0001190816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988315,0.0002239783,0.01054908,0.0004803624,0.00008585572,0.0001342993,0.0001181123,0.00007813493,0.00001519919],"genre_scores_gemma":[0.9993969,0.00004103463,0.0004121387,0.00004589509,0.0000445298,0.00002967282,9.905616e-7,0.00002671508,0.000002192002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2124456,"threshold_uncertainty_score":0.3887244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501835492737253,"score_gpt":0.174123108306773,"score_spread":0.1591047533794004,"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."}}