{"id":"W3210939073","doi":"10.1039/d1cc05701d","title":"Methane activation on dual-atom catalysts supported on graphene","year":2021,"lang":"en","type":"article","venue":"Chemical Communications","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Graphene; Catalysis; Methane; Atom (system on chip); Adsorption; Materials science; Dual (grammatical number); Nitrogen; Inorganic chemistry; Chemistry; Nanotechnology; 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":[0.00007245506,0.0003724065,0.0002440764,0.0003733734,0.0002276466,0.0002981485,0.0005450215,0.0005909436,0.001231076],"category_scores_gemma":[0.0001673024,0.0001565371,0.0001972418,0.0001747375,0.0001972091,0.000275554,0.0003792912,0.0004380245,0.0002355343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681078,"about_ca_system_score_gemma":0.00009269943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100199,"about_ca_topic_score_gemma":0.002184259,"domain_scores_codex":[0.9998755,0.0000109481,0.000003764256,0.00001664658,0.0000420088,0.00005101728],"domain_scores_gemma":[0.9999653,0.00001118693,0.000005593363,0.000005078367,0.000005805665,0.000006921382],"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":[0.0001947092,0.00002552836,0.0003037959,0.00008808253,0.00001439545,0.0001299171,0.00003395868,0.0002743269,0.9950106,0.0003573922,0.0001549953,0.003412304],"study_design_scores_gemma":[0.00001172816,0.0001029448,0.001421093,0.000007577089,0.000009978417,0.00007217189,0.00003825235,0.003475553,0.9937512,0.00006529738,0.001036351,0.000007883963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970503,0.0005008632,0.0004416961,0.00006308041,0.00002704362,0.000004875613,0.00007925634,0.00003696118,0.001795776],"genre_scores_gemma":[0.9986414,0.0001783899,0.0004762581,0.000009845478,0.000002824607,0.000003049059,0.00008352008,0.00000494206,0.000599709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231076,"threshold_uncertainty_score":0.004118383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272447816386957,"score_gpt":0.3158668969242368,"score_spread":0.2731424187603672,"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."}}