{"id":"W4318618953","doi":"10.1002/adma.202210057","title":"Strong‐Proton‐Adsorption Co‐Based Electrocatalysts Achieve Active and Stable Neutral Seawater Splitting","year":2023,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund; National Synchrotron Radiation Research Center; University of Toronto; National Natural Science Foundation of China; Shell; Fonds National de la Recherche Luxembourg; Shell Global Solutions International; Government of Ontario","keywords":"Overpotential; Oxygen evolution; Seawater; Water splitting; Catalysis; Electrolysis; Inorganic chemistry; Adsorption; Materials science; Electrolysis of water; Chemical engineering; Chemistry; Physical chemistry; Electrolyte; Electrode; Electrochemistry; Photocatalysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004341748,0.000344778,0.0004204778,0.0002365283,0.0001987763,0.00009442741,0.0001961249,0.0001514515,0.0001546853],"category_scores_gemma":[0.00007649986,0.0003340786,0.00006388819,0.0003764342,0.00006755906,0.000682633,0.00008968678,0.0001409275,0.0002740995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884401,"about_ca_system_score_gemma":0.00008253331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005096018,"about_ca_topic_score_gemma":0.0001294504,"domain_scores_codex":[0.9976345,0.0001359677,0.0003923388,0.0006222259,0.0003580551,0.0008569506],"domain_scores_gemma":[0.9990212,0.00009576324,0.0002079284,0.0003998721,0.0001440318,0.0001311787],"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":[0.0005822325,0.00002535195,0.0000355571,0.0001003132,0.00005070591,0.00001370157,0.00008653377,0.002005393,0.9925702,0.00238215,0.00007133447,0.002076558],"study_design_scores_gemma":[0.001316263,0.0002294024,0.0002975327,0.00004597496,0.00003693145,0.000008093372,0.00008174258,0.0001795226,0.9911726,0.001533925,0.004741416,0.000356642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996762,0.00002132572,0.0001329898,0.0001781641,0.0002606112,0.000490274,0.00002039452,0.0005958716,0.001538313],"genre_scores_gemma":[0.9973063,0.00005574115,0.0003221638,0.0001101942,0.000151945,0.0002627888,0.0009304077,0.00009252277,0.000767957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004670082,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115213077936003,"score_gpt":0.2586669132400271,"score_spread":0.247514782460667,"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."}}