{"id":"W4210500787","doi":"10.1002/ange.201905241","title":"A Single‐Atom Iridium Heterogeneous Catalyst in Oxygen Reduction Reaction","year":2019,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; U.S. Department of Energy","keywords":"Iridium; Catalysis; Chemistry; Homogeneous; Atom (system on chip); Density functional theory; Oxygen reduction reaction; Adsorption; Nanoparticle; Photochemistry; Nanotechnology; Physical chemistry; Materials science; Computational chemistry; Electrochemistry; Organic chemistry; Physics","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":[0.0001139492,0.0001926229,0.0002169913,0.0001752382,0.000132485,0.0002021666,0.0004081931,0.0002617934,0.0005702831],"category_scores_gemma":[0.0001130138,0.0001203018,0.0001466361,0.0001158481,0.0001113644,0.0002150257,0.0001964524,0.0003591971,0.0002916166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257306,"about_ca_system_score_gemma":0.0001364575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005700793,"about_ca_topic_score_gemma":0.001074103,"domain_scores_codex":[0.9998982,0.000008329508,0.000004646524,0.00003157175,0.00003777009,0.00001940644],"domain_scores_gemma":[0.9999754,0.00000415552,0.000005395817,0.000003895093,0.000005584061,0.000005541451],"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":[0.00007097742,0.00005936355,0.000275891,0.000170795,0.00001294323,0.0001252836,0.00001833782,0.001315147,0.9833091,0.0009289091,0.0004496402,0.01326362],"study_design_scores_gemma":[0.00001299374,0.0001582496,0.0006388405,0.000005859407,0.00001585691,0.0001361247,0.00001130767,0.01014309,0.9855564,0.00008430504,0.003230501,0.000006404937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97671,0.002821235,0.00903533,0.0002064766,0.000109996,0.00003801417,0.0001285911,0.0001550336,0.01079514],"genre_scores_gemma":[0.9952448,0.0004262108,0.002720067,0.00001229471,0.000006671793,0.000006641069,0.00006229845,0.000008966328,0.001511991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005702831,"threshold_uncertainty_score":0.001907825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131592952178503,"score_gpt":0.214379451791344,"score_spread":0.203063522269559,"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."}}