{"id":"W2955883447","doi":"10.5539/mer.v9n1p30","title":"Modification of Exhaust Using Low Precious Metals for Two Wheelers","year":2019,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalytic converter; Catalysis; NOx; Rhodium; Palladium; Materials science; Platinum; Exhaust gas; Oxide; Automotive engineering; Chemical engineering; Waste management; Chemistry; Metallurgy; Engineering; Organic chemistry; Combustion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001409144,0.0003204165,0.0002381606,0.0003165111,0.0001850917,0.0003604067,0.0005753409,0.0003418995,0.002005023],"category_scores_gemma":[0.0002506473,0.0001617332,0.0003087988,0.0001521335,0.000162337,0.0003655423,0.0002151058,0.0002562565,0.0007432774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202412,"about_ca_system_score_gemma":0.000145553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000485203,"about_ca_topic_score_gemma":0.001110142,"domain_scores_codex":[0.9997854,0.00001320401,0.00001307642,0.00005885387,0.00009309944,0.00003637977],"domain_scores_gemma":[0.9998862,0.00001304786,0.00002197158,0.00002766718,0.00003967233,0.00001155044],"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":[0.0000768734,0.00003496471,0.0003656539,0.0001305402,0.000005324826,0.0001304697,0.00003141008,0.0001707733,0.9915548,0.0002222149,0.0001385179,0.007138564],"study_design_scores_gemma":[0.000005280836,0.0001455473,0.001058819,0.000003852916,0.000008293119,0.0001186006,0.00001630178,0.0009113101,0.9943306,0.00001736861,0.003378918,0.000005058162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707774,0.0009102278,0.02078886,0.00008350222,0.0001551435,0.00008620153,0.0001339439,0.0006075125,0.006457188],"genre_scores_gemma":[0.9774271,0.0002402835,0.01168099,0.00003686026,0.000011267,0.00002833169,0.0001404067,0.00005946491,0.01037523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002005023,"threshold_uncertainty_score":0.00670743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08618296877683719,"score_gpt":0.3811832620983475,"score_spread":0.2950002933215103,"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."}}