{"id":"W3208266322","doi":"10.1139/tcsme-2021-0013","title":"An assessment of various nanoadditives and tribocorrosion with waste cooking biodiesel fueled in a diesel engine","year":2021,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Biodiesel; Materials science; Combustion; Waste management; Smoke; Pulp and paper industry; Environmental science; Chemistry; Organic 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":[0.0001289711,0.0001200237,0.000197106,0.00005844278,0.0001125959,0.00001389313,0.0001005882,0.00009270846,0.00001254679],"category_scores_gemma":[0.000009796723,0.0001078928,0.0001219038,0.0003896189,0.00004275003,0.00008382209,0.000003966684,0.000200347,5.295722e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492638,"about_ca_system_score_gemma":0.0001209766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007480608,"about_ca_topic_score_gemma":0.011772,"domain_scores_codex":[0.9993321,0.00000829896,0.0002092812,0.0001555522,0.00009472453,0.0002000307],"domain_scores_gemma":[0.9995252,0.00004390966,0.0000259308,0.0002178426,0.00007606955,0.000111002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008478257,0.0001013298,0.00003033295,0.0006839785,0.0002434186,8.575661e-7,0.001053535,0.5540038,0.434125,0.004803975,0.00004681046,0.004898482],"study_design_scores_gemma":[0.001042661,0.0001108127,0.0007372094,0.000188371,0.0001116311,0.00001641993,0.001163214,0.832086,0.1630488,0.0001292992,0.001071194,0.0002944563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1688405,0.000434041,0.8282613,0.0007078245,0.0002870054,0.0007562854,0.0005305157,0.000121986,0.00006058793],"genre_scores_gemma":[0.9779412,0.00008169065,0.02180443,0.00001638839,0.00001648339,0.0000891213,0.00001088484,0.0000227093,0.0000171361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8091007,"threshold_uncertainty_score":0.6569052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007687032494725314,"score_gpt":0.2231560235718078,"score_spread":0.2154689910770825,"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."}}