{"id":"W4296962659","doi":"10.1002/anie.202211949","title":"What X‐Ray Absorption Spectroscopy Can Tell Us About the Active State of Earth‐Abundant Electrocatalysts for the Oxygen Evolution Reaction**","year":2022,"lang":"en","type":"review","venue":"Angewandte Chemie International Edition","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Canadian Institutes of Health Research; Helmholtz-Zentrum Berlin für Materialien und Energie; Canadian Light Source; University of Saskatchewan; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"X-ray absorption spectroscopy; Electrocatalyst; Oxygen evolution; Electrochemistry; Absorption spectroscopy; Electrolyte; Spectroscopy; Absorption (acoustics); Chemistry; Materials science; Nanotechnology; Inorganic chemistry; Chemical engineering; Electrode; Physical chemistry; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006649519,0.0008037209,0.0009031254,0.00137029,0.00026961,0.001140617,0.0005526707,0.001164841,0.002229472],"category_scores_gemma":[0.0008260828,0.0004138251,0.0003536642,0.001535561,0.0006792371,0.002734574,0.0003272918,0.001656345,0.001405638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004553995,"about_ca_system_score_gemma":0.0006810183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333802,"about_ca_topic_score_gemma":0.001905568,"domain_scores_codex":[0.9998661,0.00001807682,0.00001366516,0.00003680814,0.00004053616,0.00002475566],"domain_scores_gemma":[0.9996766,0.0001610926,0.00003643945,0.00002093682,0.00008648937,0.00001837602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001346617,0.0001328135,0.0006132404,0.02237978,0.0001186201,0.0002021838,0.0001611839,0.0007577304,0.04103369,0.02364047,0.02354661,0.8872791],"study_design_scores_gemma":[0.0000142292,0.0002116442,0.001521183,0.003141314,0.0001437214,0.0008613456,0.0001778579,0.0004546587,0.01586825,0.009568668,0.9679731,0.00006396855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006781804,0.9953119,0.0004955985,0.0007529982,0.0003089402,0.000004865223,0.00004307655,0.000008761896,0.002395702],"genre_scores_gemma":[0.004215185,0.9933659,0.0006813387,0.0003228564,0.0002630271,0.000009054687,0.00005825512,0.000003585003,0.001080773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002229472,"threshold_uncertainty_score":0.007458389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133235851151512,"score_gpt":0.2814199773755695,"score_spread":0.2600876188640543,"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."}}