{"id":"W2131698618","doi":"10.1002/anie.201303025","title":"Optimized Synthesis of Fe/N/C Cathode Catalysts for PEM Fuel Cells: A Matter of Iron–Ligand Coordination Strength","year":2013,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Ligand (biochemistry); Zeolitic imidazolate framework; Catalysis; Imidazolate; Cathode; Electrolyte; Chemistry; Inorganic chemistry; Oxygen; Ion; Chemical engineering; Materials science; Electrode; Metal-organic framework; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812513,0.0003526504,0.0003405634,0.0002416999,0.0002063701,0.0006765885,0.0004227718,0.0003509429,0.001311181],"category_scores_gemma":[0.0004554375,0.0002337865,0.0001260128,0.0002360611,0.0001383824,0.0004208237,0.0001782982,0.0003892558,0.0004488583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007334173,"about_ca_system_score_gemma":0.0003514053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325504,"about_ca_topic_score_gemma":0.006199024,"domain_scores_codex":[0.9998744,0.00001272939,0.00001715748,0.00002941052,0.00004312742,0.00002312155],"domain_scores_gemma":[0.9999495,0.00001295173,0.000007704489,0.000005884464,0.00001685947,0.000007199325],"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":[0.0003089101,0.00008984069,0.0003285406,0.0002269135,0.0000232849,0.0001054118,0.00004191606,0.003912088,0.9813319,0.00125946,0.0005403892,0.01183124],"study_design_scores_gemma":[0.00004601422,0.0001173513,0.0005678276,0.00001008264,0.00001641058,0.00005817236,0.00002492854,0.007073485,0.9882759,0.0002169409,0.003580494,0.00001236127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731176,0.002822567,0.01144861,0.0002840395,0.00006637161,0.0001310733,0.0008388481,0.0001903575,0.01110053],"genre_scores_gemma":[0.9790313,0.001535133,0.01619839,0.00006121323,0.00001076532,0.00005914516,0.0007124369,0.0001133525,0.002278303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001325504,"threshold_uncertainty_score":0.005321383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008216122086851125,"score_gpt":0.2250089396451924,"score_spread":0.2167928175583413,"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."}}