{"id":"W2884616778","doi":"10.1016/j.chempr.2018.07.005","title":"A Defect-Driven Metal-free Electrocatalyst for Oxygen Reduction in Acidic Electrolyte","year":2018,"lang":"en","type":"article","venue":"Chem","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":377,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Australian Research Council; National Natural Science Foundation of China","keywords":"Electrocatalyst; Electrolyte; Oxygen reduction; Oxygen; Metal; Reduction (mathematics); Chemistry; Oxygen reduction reaction; Inorganic chemistry; Materials science; Electrode; Electrochemistry; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000347763,0.0003030149,0.0003625042,0.0003239228,0.0001585149,0.00003070186,0.0005854487,0.0001963556,0.00008695546],"category_scores_gemma":[0.0002288155,0.0003126331,0.0002742233,0.0008379971,0.0001521283,0.0002983628,0.0001022971,0.0002283424,0.0001978814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741224,"about_ca_system_score_gemma":0.0001439435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005098528,"about_ca_topic_score_gemma":0.00226862,"domain_scores_codex":[0.9978006,0.00004687356,0.00035954,0.0006507416,0.0003198479,0.0008223745],"domain_scores_gemma":[0.9986562,0.00004995733,0.0001438709,0.0008233047,0.0002112747,0.0001154221],"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":[0.0002804009,0.0000775497,0.00003272355,0.00002222198,0.0001570294,0.000002644055,0.0001792733,0.00004262375,0.9810374,0.007147877,0.006786576,0.004233696],"study_design_scores_gemma":[0.001699619,0.0004667773,0.00006812617,0.00001932917,0.00009799149,0.00004912463,0.00004417565,0.001205337,0.9381644,0.004212636,0.05362693,0.0003455711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803334,0.0007039879,0.002058156,0.001373565,0.0003744643,0.0005212226,0.000002733827,0.0004204435,0.01421206],"genre_scores_gemma":[0.9961992,0.00003809558,0.0009057245,0.0002580196,0.0005223046,0.0001952717,0.0001747923,0.00008758865,0.001618985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04684035,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126104722761285,"score_gpt":0.2340746705603671,"score_spread":0.2228136233327543,"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."}}