{"id":"W3010291059","doi":"","title":"CAT-TRAP exhaust after treatment system for diesel engine","year":2011,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; NOx; Diesel engine; Trap (plumbing); Exhaust gas; Catalysis; Catalytic converter; Pellets; Waste management; Chemical engineering; Environmental science; Chemistry; Composite material; Automotive engineering; Combustion; Environmental engineering; Engineering; 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":[0.002263244,0.0002353138,0.0003303328,0.0001882528,0.0001500052,0.0001342103,0.000667253,0.000127314,0.0004726452],"category_scores_gemma":[0.000557948,0.000191414,0.00008707334,0.0003426526,0.0001042348,0.0001642729,0.0002656736,0.0001129629,0.0004187333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000517306,"about_ca_system_score_gemma":0.0001193944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521923,"about_ca_topic_score_gemma":0.00001040213,"domain_scores_codex":[0.9972967,0.00004488623,0.0003662127,0.0006355285,0.0006398323,0.00101684],"domain_scores_gemma":[0.9984537,0.0003274188,0.00003652991,0.0006484227,0.0002516471,0.0002822891],"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":[0.0001968307,0.000125975,0.000004514505,0.0004901261,0.00001172938,0.00004778153,0.0003625767,0.0001540993,0.9902866,0.007652089,0.00006997306,0.000597636],"study_design_scores_gemma":[0.00043561,0.0004623082,0.00006569368,0.0001161885,0.00001443496,0.00003021094,0.0001173978,0.01220507,0.9847625,0.000325436,0.001213965,0.0002511881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214795,0.0002476201,0.07334369,0.00008019574,0.002110716,0.001343611,0.0001345814,0.0006603639,0.0005997866],"genre_scores_gemma":[0.9765986,0.00001387187,0.0215058,0.000006403185,0.0002516075,0.001234041,0.000004621198,0.00004904418,0.0003359676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05511921,"threshold_uncertainty_score":0.7805638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09357606514225629,"score_gpt":0.3241514669721583,"score_spread":0.230575401829902,"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."}}