{"id":"W4416724538","doi":"10.1021/acs.nanolett.5c04491","title":"Surface Hydroxyl Relay Promotes Acidic Water Oxidation","year":2025,"lang":"en","type":"article","venue":"Nano Letters","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Catalysis; Overpotential; Electrolysis of water; Relay; Ruthenium; Boron; Formate; Iridium; Synergistic catalysis","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":[0.0001023003,0.0003162939,0.0001801594,0.0001171672,0.0000727167,0.0002516326,0.0002724566,0.000303978,0.00147374],"category_scores_gemma":[0.0001926401,0.0001431936,0.0001162022,0.00007072514,0.0001747072,0.0003673953,0.00031367,0.000314423,0.0003940696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380416,"about_ca_system_score_gemma":0.00007980814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378656,"about_ca_topic_score_gemma":0.0005209824,"domain_scores_codex":[0.9998951,0.00001190404,0.000006596764,0.00002586408,0.00003007347,0.00003049266],"domain_scores_gemma":[0.9999321,0.00002054181,0.00001663867,0.000008311206,0.00001260317,0.000009750722],"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":[0.00003072678,0.00001208694,0.00004670828,0.00003121699,0.000002455627,0.00002703098,0.00001196435,0.00007316664,0.9978861,0.0001595299,0.00007961145,0.001639448],"study_design_scores_gemma":[0.000003455679,0.00004411869,0.0001432687,0.000001216068,0.000002358118,0.00002233716,0.000006226021,0.0006578946,0.9984558,0.00002177024,0.0006396358,0.000001979591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868607,0.0009979102,0.006719374,0.0001251012,0.00005068304,0.00002048149,0.00009177802,0.0002602258,0.004873699],"genre_scores_gemma":[0.9972882,0.0002236553,0.001219077,0.000027982,0.000007107926,0.000005632467,0.00004100402,0.00001843665,0.001168901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00147374,"threshold_uncertainty_score":0.004930198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00514097947174662,"score_gpt":0.2069209449742995,"score_spread":0.2017799655025529,"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."}}