{"id":"W3173924227","doi":"10.1039/d1cy00736j","title":"Mo single atoms in the Cu(111) surface as improved catalytic active centers for deoxygenation reactions","year":2021,"lang":"en","type":"article","venue":"Catalysis Science & Technology","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Secretaría de Estado de Investigación, Desarrollo e Innovación; Agència de Gestió d'Ajuts Universitaris i de Recerca; Fonds Québécois de la Recherche sur la Nature et les Technologies; Institució Catalana de Recerca i Estudis Avançats; Ministerio de Ciencia, Innovación y Universidades; University of Bern; Université Laval","keywords":"Deoxygenation; Catalysis; Atom (system on chip); Chemistry; Photochemistry; Organic chemistry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001073013,0.0002754072,0.0003723563,0.0002349359,0.000150754,0.0004945394,0.0003950433,0.0003993835,0.0004969607],"category_scores_gemma":[0.0001805496,0.0002943453,0.0001471482,0.0002472685,0.0002233278,0.0002357419,0.0002847904,0.000416229,0.0001778884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943977,"about_ca_system_score_gemma":0.00009783428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000729593,"about_ca_topic_score_gemma":0.001183408,"domain_scores_codex":[0.9998775,0.00001378001,0.000008667591,0.00002705221,0.00003631206,0.00003659023],"domain_scores_gemma":[0.9999391,0.000008524165,0.00001462722,0.00001109227,0.00001499989,0.00001158147],"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":[0.0001264002,0.00001680699,0.0003633764,0.0000837511,0.00001553059,0.00006857203,0.00003190682,0.0005514186,0.9944516,0.0005865569,0.0001304867,0.003573622],"study_design_scores_gemma":[0.000009513775,0.00006673256,0.0008657081,0.000003283536,0.000012063,0.00004625918,0.00001000538,0.002074534,0.9954206,0.00004143879,0.00144524,0.000004540333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961433,0.000863383,0.00164234,0.00005468668,0.00003249957,0.000008455168,0.00006167204,0.00005915595,0.00113446],"genre_scores_gemma":[0.9974211,0.0002984054,0.001524019,0.00001659853,0.000006943746,0.000006832294,0.00005706078,0.00002068156,0.0006483787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000729593,"threshold_uncertainty_score":0.002861619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440513053269092,"score_gpt":0.2768318115835081,"score_spread":0.2624266810508172,"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."}}