{"id":"W3178877678","doi":"10.1038/s41467-021-24329-9","title":"Highly active and selective oxygen reduction to H2O2 on boron-doped carbon for high production rates","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":481,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; University of Saskatchewan","funders":"National Renewable Energy Laboratory; Brookhaven National Laboratory; Argonne National Laboratory; Rice University; Division of Chemistry; Canadian Institute for Advanced Research; Welch Foundation; National Science Foundation","keywords":"Boron; Carbon fibers; Oxygen; Reduction (mathematics); Chemistry; Materials science; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001559389,0.0001893136,0.0001991865,0.0001752673,0.000435412,0.00003562696,0.0003528036,0.0002830032,0.000004336449],"category_scores_gemma":[0.0008002462,0.0001988085,0.00004980969,0.0007446208,0.00006131586,0.0001701955,0.0001735135,0.0006149628,0.000007391071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816498,"about_ca_system_score_gemma":0.0001642482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686131,"about_ca_topic_score_gemma":0.004784247,"domain_scores_codex":[0.9987103,0.0001854688,0.0001913616,0.0004753272,0.0002002978,0.0002372726],"domain_scores_gemma":[0.9971853,0.0001910329,0.0001061329,0.001311202,0.001124566,0.00008174163],"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":[0.0006896594,0.0004637883,0.00007857191,0.00003131505,0.0004296385,0.000001394701,0.00184904,0.0008341083,0.797694,0.1669465,0.01184173,0.01914017],"study_design_scores_gemma":[0.0004519723,0.0002040288,0.002455801,0.00003920151,0.00009720149,0.00001904172,0.0004449367,0.0001404266,0.9536591,0.002690401,0.03953632,0.0002615932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457805,0.001821098,0.00002884398,0.04161479,0.0008645953,0.0008445459,0.00001663142,0.0002575888,0.008771385],"genre_scores_gemma":[0.9935494,0.0003656751,0.003232646,0.0003618273,0.0002192901,0.0002907474,0.0005860734,0.0000439646,0.001350349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642561,"threshold_uncertainty_score":0.8107175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170499283260961,"score_gpt":0.2723062918952308,"score_spread":0.2606012990626212,"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."}}