{"id":"W3093399657","doi":"10.1016/j.chempr.2020.09.013","title":"Electrochemical Synthesis of H2O2 by Two-Electron Water Oxidation Reaction","year":2020,"lang":"en","type":"article","venue":"Chem","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":400,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Stanford Woods Institute for the Environment; National Science Foundation","keywords":"Renewable energy; Hydrogen peroxide; Electrochemistry; Catalysis; Redox; Nanotechnology; Electricity; Materials science; Biochemical engineering; Chemistry; Environmental science; Engineering; Inorganic chemistry; Organic chemistry; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009162621,0.0001544912,0.0002083115,0.00004083157,0.00003935608,0.000008898424,0.0001713947,0.0001156869,0.0001295827],"category_scores_gemma":[0.0001397746,0.0001342795,0.00008995429,0.0001834544,0.00002947197,0.0001577772,0.00003438808,0.0001595363,0.000142546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704886,"about_ca_system_score_gemma":0.0000246332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398195,"about_ca_topic_score_gemma":0.00001182708,"domain_scores_codex":[0.9988462,0.00003000928,0.0002332486,0.0002986152,0.0002686788,0.0003232678],"domain_scores_gemma":[0.9994804,0.00004408445,0.00007981979,0.0001942599,0.0001078445,0.00009353959],"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":[0.00009563488,0.00003351828,0.00001521671,0.00002380155,0.00004461822,5.405066e-7,0.0000853458,0.000004911949,0.9951864,0.0004844989,0.002178129,0.001847405],"study_design_scores_gemma":[0.0002759768,0.00007694754,0.000006255114,0.000007358202,0.00004958539,0.000003652731,0.00001558153,0.0002119191,0.9818293,0.0001544051,0.01721612,0.0001528728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892995,0.0000698438,0.0003200351,0.001563983,0.00003202433,0.00005664016,4.632949e-7,0.0001518342,0.008505637],"genre_scores_gemma":[0.9989699,0.00002646667,0.0001014188,0.0002770939,0.0001289714,0.00001654487,0.0002024326,0.00003520954,0.0002419568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503799,"threshold_uncertainty_score":0.5475758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006342428678947172,"score_gpt":0.2022677988641097,"score_spread":0.1959253701851625,"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."}}