{"id":"W2009874165","doi":"10.1007/s11244-013-9928-1","title":"Nanofiber Alumina Supported Lean NOx Trap: Improved Sulfur Tolerance and NOx Reduction","year":2013,"lang":"en","type":"article","venue":"Topics in Catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"NOx; Catalysis; Chemical engineering; Thermal stability; Chemisorption; Materials science; Sulfur; Chemistry; Metallurgy; Organic chemistry; Combustion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006333144,0.0002289165,0.0003744192,0.0001632095,0.0001348696,0.0002435205,0.0005078817,0.0001194732,0.001180809],"category_scores_gemma":[0.0001532067,0.0002164074,0.00005211571,0.0005246756,0.0003743928,0.0008208627,0.0002020683,0.0001137147,0.0002491345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094503,"about_ca_system_score_gemma":0.00008569389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572736,"about_ca_topic_score_gemma":0.0001846115,"domain_scores_codex":[0.9979067,0.00003577432,0.0005392733,0.000713762,0.0003203174,0.0004841633],"domain_scores_gemma":[0.9988481,0.00004483607,0.0001879583,0.0006571194,0.0001359045,0.0001260452],"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":[0.00001048177,0.00005271356,0.0005635788,0.00006695295,0.000004442283,0.000004954938,0.0007111808,0.00001693144,0.9937331,0.0001456408,0.0002343331,0.004455694],"study_design_scores_gemma":[0.0004055612,0.00004592081,0.004901715,0.00003306589,0.00003438698,0.00006513481,0.000298278,0.000997396,0.9896218,0.002353537,0.0008783916,0.0003647666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969694,0.0001291642,0.0002538256,0.000671986,0.00083227,0.0003300308,0.00001729244,0.00008332828,0.0007127105],"genre_scores_gemma":[0.9938745,0.00004649469,0.003218723,0.0001062601,0.000214137,0.0001025301,0.0000364261,0.00001912832,0.002381809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004338136,"threshold_uncertainty_score":0.9997323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009668567062056481,"score_gpt":0.2377858168337292,"score_spread":0.2281172497716727,"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."}}