{"id":"W1974273807","doi":"10.1007/s10800-012-0497-y","title":"Mesoporous carbons supported non-noble metal Fe–N X electrocatalysts for PEM fuel cell oxygen reduction reaction","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada","funders":"","keywords":"Tafel equation; Mesoporous material; Microporous material; Catalysis; Proton exchange membrane fuel cell; Carbon fibers; Rotating disk electrode; Pyrolysis; Electrochemistry; Chemical engineering; Materials science; Noble metal; Inorganic chemistry; Chemistry; Cyclic voltammetry; Electrode; Composite material; Physical chemistry; 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":[0.0009010332,0.000503857,0.0007031278,0.0002872977,0.000208926,0.00004282293,0.0004754842,0.0004482261,0.00004612923],"category_scores_gemma":[0.00005198499,0.0005058286,0.0004974746,0.0005763262,0.00005975817,0.0005089072,0.00004673594,0.0008115174,0.00002456896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141766,"about_ca_system_score_gemma":0.0005006728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005223226,"about_ca_topic_score_gemma":0.0000121076,"domain_scores_codex":[0.9965137,0.00002658942,0.0009881346,0.0004245896,0.0008005171,0.001246494],"domain_scores_gemma":[0.9972422,0.00007037809,0.0012537,0.0004933249,0.0005010706,0.0004392994],"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":[0.0009581383,0.000351712,0.000009784842,0.0001752906,0.0004100581,0.000005066631,0.0002645162,0.00006332722,0.9935945,0.0003241833,0.003102497,0.0007409418],"study_design_scores_gemma":[0.001788156,0.0003110338,0.0000309214,0.00001660929,0.0006673848,0.0008426865,0.0003275796,0.00008240321,0.9808154,0.0009952884,0.01364255,0.0004800134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963552,0.00141389,0.001005249,0.0001596411,0.0005128313,0.0003180465,0.000002402634,0.0001249322,0.03291101],"genre_scores_gemma":[0.9947481,0.0002016062,0.001265994,0.00006016822,0.001978136,0.00005681963,0.0002416799,0.0001275527,0.001320012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.031591,"threshold_uncertainty_score":0.9997393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006024570914421664,"score_gpt":0.2152019301940233,"score_spread":0.2091773592796017,"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."}}