{"id":"W3021627250","doi":"10.1039/d0nj01500h","title":"Catalytic oxidation mechanisms of carbon monoxide over single- and double-vacancy Mn-embedded graphene","year":2020,"lang":"en","type":"article","venue":"New Journal of Chemistry","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"State Key Laboratory of Metastable Materials Science and Technology; Education Department of Jiangxi Province; National Natural Science Foundation of China","keywords":"Chemistry; Carbon monoxide; Graphene; Catalysis; Vacancy defect; Kinetics; Activation energy; Inorganic chemistry; Chemical engineering; Photochemistry; Physical chemistry; Crystallography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003564722,0.0001602251,0.0003610613,0.00003385743,0.00003244361,0.00008114302,0.0004761389,0.00008801837,0.0001730534],"category_scores_gemma":[0.0002359897,0.0001468345,0.00006013237,0.0002235254,0.0001261435,0.00034096,0.0001293442,0.0001184442,0.0000023008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000523489,"about_ca_system_score_gemma":0.0002764883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002903737,"about_ca_topic_score_gemma":9.537275e-7,"domain_scores_codex":[0.9983812,0.00001234903,0.0006280227,0.0002428238,0.0005286126,0.0002070032],"domain_scores_gemma":[0.9985068,0.0000465385,0.0008037189,0.0001995925,0.0001699335,0.0002734614],"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":[0.0001884294,0.00002638816,0.00001990246,0.000223996,0.000008416253,0.0000129902,0.0002883606,0.00005037436,0.9988661,0.000050536,0.0001135588,0.0001509437],"study_design_scores_gemma":[0.001034951,0.00007605021,0.00003591719,0.0001134106,0.00005352875,0.0001554567,0.0001033694,0.00006931018,0.994403,0.003791093,0.00002591729,0.0001379942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960356,0.0003025873,0.002559732,0.0003510579,0.0002384213,0.00005770682,0.000007760728,0.00001816052,0.0004289511],"genre_scores_gemma":[0.9965212,0.00002456646,0.003072855,0.00009584739,0.0002268825,8.634819e-7,0.000002530872,0.00001434315,0.00004092017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004463103,"threshold_uncertainty_score":0.5987736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808959452513872,"score_gpt":0.2409271626420051,"score_spread":0.2228375681168663,"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."}}