{"id":"W2110203260","doi":"10.1002/cphc.201000286","title":"Theoretical Investigations of the Oxygen Reduction Reaction on Pt(111)","year":2010,"lang":"en","type":"review","venue":"ChemPhysChem","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"European Commission; Alexander von Humboldt-Stiftung","keywords":"Electrochemistry; Oxygen reduction reaction; Reaction mechanism; Combustion; Chemistry; Redox; Quantum chemistry; Chemical reaction; Chemical physics; Computational chemistry; Electrochemical energy conversion; Nanotechnology; Electrode; Biochemical engineering; Materials science; Catalysis; Physical chemistry; Inorganic 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":[0.0002870431,0.0007582039,0.001055451,0.0006493352,0.0002945089,0.0004864661,0.001098759,0.0009216027,0.001881254],"category_scores_gemma":[0.0005158785,0.0003138617,0.0004506941,0.001182282,0.00045206,0.00109152,0.0003883505,0.001204796,0.001440804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528539,"about_ca_system_score_gemma":0.0004689877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009439911,"about_ca_topic_score_gemma":0.0008357904,"domain_scores_codex":[0.9999105,0.0000134102,0.000005992308,0.0000259538,0.00003591118,0.000008267224],"domain_scores_gemma":[0.9998794,0.00007583826,0.000008984625,0.000009571712,0.0000218143,0.000004419712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006588005,0.000204239,0.0003599998,0.01151211,0.00008722238,0.0003802787,0.0001360521,0.06069015,0.019556,0.1920944,0.01122307,0.7036907],"study_design_scores_gemma":[0.00004588137,0.0002996927,0.0007932563,0.001473126,0.0001066079,0.001038878,0.0001224114,0.08263615,0.03052075,0.1311567,0.7517298,0.00007683787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01060015,0.9126485,0.03658133,0.001620565,0.0005134188,0.00005584891,0.0001445169,0.0001229138,0.03771281],"genre_scores_gemma":[0.04431259,0.934227,0.01365515,0.0003771888,0.0002668279,0.00009776095,0.000190739,0.00002908748,0.00684364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001881254,"threshold_uncertainty_score":0.006293356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141336744184134,"score_gpt":0.2672286043890148,"score_spread":0.2458152369471735,"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."}}