{"id":"W1964782519","doi":"10.1021/jp104306j","title":"Oxygen Reduction Reaction Activity and Electrochemical Stability of Thin-Film Bilayer Systems of Platinum on Niobium Oxide","year":2010,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; Simon Fraser University; University of Alberta","funders":"Wuhan University","keywords":"Electrochemistry; Platinum; Niobium oxide; Cyclic voltammetry; Bilayer; Niobium; Electrocatalyst; Oxide; Natural bond orbital; Inorganic chemistry; Materials science; Density functional theory; Chemistry; Electrode; Physical chemistry; Catalysis; Computational chemistry; Membrane; Organic chemistry; Metallurgy","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":[0.0005318641,0.0001561987,0.0003576688,0.00002813994,0.00004672322,0.000006679901,0.0002164154,0.00013358,0.00001092887],"category_scores_gemma":[0.0001971093,0.0001076297,0.0001400866,0.0001521867,0.000166573,0.0001565252,0.00003918027,0.000778812,8.934442e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129189,"about_ca_system_score_gemma":0.00008276132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352749,"about_ca_topic_score_gemma":0.000006348363,"domain_scores_codex":[0.9987702,0.00007752038,0.0003504084,0.0001423693,0.0004889444,0.0001704919],"domain_scores_gemma":[0.9983664,0.0002317972,0.0006915993,0.0003363917,0.0002915965,0.00008223602],"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":[0.0008273021,0.0002545914,0.00002477078,0.0001016505,0.00007691317,4.559446e-7,0.0001631026,0.0002895592,0.9979259,0.0001779278,0.00002993242,0.0001278766],"study_design_scores_gemma":[0.0003553386,0.0001787768,0.0004171249,0.00004134814,0.00009487522,0.00009331718,0.0001091771,0.00112406,0.9971128,0.0003300384,0.00005150895,0.00009166852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986956,0.00001956403,0.00001634528,0.0000847878,0.00007753676,0.00004856316,0.000001273914,0.00001177624,0.001044623],"genre_scores_gemma":[0.9995186,0.000008651773,0.00001651983,0.00000241317,0.000388725,0.000001169837,0.000002789487,0.0000158518,0.00004525169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009993711,"threshold_uncertainty_score":0.4389011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007167731664418248,"score_gpt":0.2187350409130954,"score_spread":0.2115673092486772,"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."}}