{"id":"W4404276344","doi":"10.1021/acsnano.4c11307","title":"Potential-Driven Coordinated Oxygen Migration in an Electrocatalyst for Sustainable H<sub>2</sub>O<sub>2</sub> Synthesis","year":2024,"lang":"en","type":"article","venue":"ACS Nano","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada First Research Excellence Fund; National Research Foundation of Korea; Ministry of Trade, Industry and Energy; Government of Canada","keywords":"Electrocatalyst; Oxygen; Oxygen evolution; Materials science; Nanotechnology; Chemistry; Physical chemistry; Electrochemistry; Electrode","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":[0.0006326158,0.000558779,0.000561289,0.0009852441,0.0003395439,0.000311473,0.0006001487,0.0004818845,0.00001391551],"category_scores_gemma":[0.00033249,0.0005880466,0.0002870126,0.00190047,0.00008098588,0.001447971,0.0001420946,0.0003453037,0.0001854307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162512,"about_ca_system_score_gemma":0.0004343908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009623255,"about_ca_topic_score_gemma":0.005199047,"domain_scores_codex":[0.9961363,0.0002026754,0.0006689884,0.001112407,0.0005151127,0.001364517],"domain_scores_gemma":[0.9980847,0.0002463764,0.0001658844,0.0007526444,0.0005335468,0.0002168677],"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":[0.0002421719,0.0001616148,0.00006982835,0.0002405608,0.0002008823,0.0001892964,0.0002100126,0.002673913,0.9717853,0.005995266,0.002870864,0.01536027],"study_design_scores_gemma":[0.0006732829,0.0003497705,0.0002339508,0.0001219561,0.00025304,0.00003253442,0.0002639877,0.009113566,0.9805438,0.001479207,0.00626269,0.0006722517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954959,0.0007175886,0.001248987,0.0006527066,0.0002453479,0.0006667059,0.00001052506,0.0006133892,0.0003488674],"genre_scores_gemma":[0.9970469,0.0002987717,0.00008064054,0.0001246327,0.0002550579,0.0005068408,0.0009972865,0.000206497,0.0004833282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468802,"threshold_uncertainty_score":0.9996571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005405793073343794,"score_gpt":0.2124645611840725,"score_spread":0.2070587681107287,"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."}}