{"id":"W2116873943","doi":"10.1039/c4ta03986f","title":"Fe<sub>3</sub>C-based oxygen reduction catalysts: synthesis, hollow spherical structures and applications in fuel cells","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Catalysis; Oxygen reduction reaction; Fuel cells; Materials science; Oxygen reduction; Reduction (mathematics); Chemical engineering; Oxygen; Nanotechnology; Chemistry; Engineering; Physical chemistry; Organic chemistry; Geometry; Electrochemistry; Electrode; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101047,0.00022105,0.0002572151,0.0001505411,0.0002137862,0.0003016766,0.0004175161,0.0005792066,0.0004996458],"category_scores_gemma":[0.0001220924,0.000134234,0.0001940242,0.0001446202,0.0002395242,0.0003386261,0.0001961522,0.0003448241,0.0003270532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371656,"about_ca_system_score_gemma":0.0001500441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006664848,"about_ca_topic_score_gemma":0.00139451,"domain_scores_codex":[0.9999403,0.000003580967,0.000003475184,0.00001633656,0.00002539684,0.00001094372],"domain_scores_gemma":[0.9999509,0.000008520316,0.00001024821,0.000007031155,0.00001299557,0.00001030317],"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":[0.00004853182,0.00001814218,0.00008830511,0.00005026055,0.000004116845,0.00004663309,0.00001256006,0.0002993055,0.9927325,0.0004030966,0.0001245476,0.006171988],"study_design_scores_gemma":[0.000006205869,0.00005660423,0.0006953012,0.000002675809,0.000005770555,0.0002325535,0.000009072108,0.001878209,0.9950531,0.0001418006,0.001912417,0.000006326416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373603,0.007627166,0.04492304,0.0002530807,0.00007749526,0.00006529117,0.0004061497,0.000898459,0.008388882],"genre_scores_gemma":[0.9573514,0.002008614,0.03556874,0.00008659867,0.00001129473,0.0000236207,0.0002594411,0.0001147668,0.004575529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006664848,"threshold_uncertainty_score":0.001720786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004646397131780229,"score_gpt":0.1958442820193284,"score_spread":0.1911978848875481,"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."}}