{"id":"W2017626921","doi":"10.1007/s11244-013-9938-z","title":"Reduction of Surface Nitrates via C3H6 Oxidation Over a Pt/Al2O3 Catalyst","year":2013,"lang":"en","type":"article","venue":"Topics in Catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Catalysis; NOx; Monolith; Diffuse reflectance infrared fourier transform; Adsorption; Selective catalytic reduction; Chemistry; Diffuse reflection; Inorganic chemistry; Redox; Infrared spectroscopy; Photocatalysis; Physical chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001165966,0.0001839376,0.0002599838,0.0001083852,0.0001885683,0.0002556752,0.0003364652,0.0003792141,0.0005495654],"category_scores_gemma":[0.0001044035,0.00009235655,0.0001732285,0.00007927952,0.0001763929,0.0001631841,0.0001722134,0.0002656534,0.0002684263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058886,"about_ca_system_score_gemma":0.0001766409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903307,"about_ca_topic_score_gemma":0.00303138,"domain_scores_codex":[0.9999077,0.000007279566,0.000005505857,0.00001607552,0.0000408464,0.00002250422],"domain_scores_gemma":[0.9999709,0.000005159437,0.000004528499,0.000003780204,0.000009752124,0.000005822915],"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":[0.0001610134,0.00001941636,0.0002245775,0.00004746633,0.000004206461,0.00009358899,0.00002835195,0.0001465264,0.9965662,0.00009537672,0.0001180797,0.002495334],"study_design_scores_gemma":[0.00000821808,0.00009644157,0.0005688911,0.000001633627,0.000004977601,0.00005961783,0.00001724797,0.001270864,0.9972566,0.00005375958,0.000659878,0.000001980317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950105,0.0003249279,0.001218851,0.0001065415,0.00003381151,0.00000892634,0.00009641873,0.00005276584,0.003147193],"genre_scores_gemma":[0.9975123,0.0001336025,0.0007779872,0.00001414322,0.000005139693,0.000002615026,0.00008568427,0.000008209393,0.001460362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903307,"threshold_uncertainty_score":0.003784418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100158534894442,"score_gpt":0.2531517121369102,"score_spread":0.2421501267879658,"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."}}