{"id":"W4402898185","doi":"10.1016/j.jcat.2024.115777","title":"Performance of supported Co3O4 catalysts in the preferential oxidation of carbon monoxide: Effect of support type and synthesis method","year":2024,"lang":"en","type":"article","venue":"Journal of Catalysis","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Chemistry; Carbon monoxide; Catalysis; Inorganic chemistry; Heterogeneous catalysis; Chemical engineering; 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":[0.0004030045,0.0004151858,0.0004486968,0.0004822805,0.0002789494,0.0005731032,0.0005925199,0.0007969179,0.001873543],"category_scores_gemma":[0.001031487,0.0002877366,0.0002762991,0.0003763016,0.000209975,0.000323389,0.0002192059,0.0003960512,0.0005259183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905661,"about_ca_system_score_gemma":0.0002958121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759252,"about_ca_topic_score_gemma":0.003803598,"domain_scores_codex":[0.9996473,0.00003887315,0.00004564113,0.00005686157,0.0001170928,0.00009420416],"domain_scores_gemma":[0.9995765,0.0001520821,0.00004012306,0.00004312108,0.0001410735,0.00004705877],"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":[0.003560187,0.0001445471,0.001643475,0.0001987073,0.00004454341,0.000141256,0.0000572821,0.0006329763,0.9859871,0.00008330205,0.0001694901,0.007337071],"study_design_scores_gemma":[0.00001273324,0.0003539623,0.00172139,0.000004605231,0.00002006998,0.00003033004,0.00002306611,0.00143014,0.9961279,0.000008425513,0.0002623931,0.000005064039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983456,0.0004258624,0.000173181,0.00002649654,0.00002138122,0.000004959247,0.0001423524,0.00002002673,0.0008400535],"genre_scores_gemma":[0.9986452,0.0001845122,0.000222856,0.000006540931,0.000004461923,0.000004097921,0.0001989667,0.000009557547,0.0007238209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002759252,"threshold_uncertainty_score":0.006267667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004447550467727,"score_gpt":0.288349139002814,"score_spread":0.2783046634981368,"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."}}