{"id":"W2240708303","doi":"10.14447/jnmes.v13i1.194","title":"Synthesis and Characterization of Ru Enriched Pt-Ru Nanostructured Catalyst Prepared by Carbonyl-metal Complex Reduction for DMFC Redox Reactions","year":2009,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Redox; Electrochemistry; Methanol; Metal; Chemistry; Transmission electron microscopy; Nanoparticle; Carbon fibers; Particle size; Inorganic chemistry; Materials science; Nanotechnology; Organic chemistry; Physical chemistry; Electrode","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002200941,0.0002503645,0.0004826652,0.0004956321,0.0002514336,0.0003169508,0.0005087403,0.0005104094,0.001036941],"category_scores_gemma":[0.0004191434,0.000202494,0.0002252013,0.0002939473,0.0001830223,0.0002103162,0.0001228334,0.0003173109,0.0003837291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109575,"about_ca_system_score_gemma":0.000233001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009280001,"about_ca_topic_score_gemma":0.001606907,"domain_scores_codex":[0.9997742,0.00001330188,0.00002273872,0.00006134783,0.000105507,0.00002297663],"domain_scores_gemma":[0.9998688,0.0000258703,0.00002111891,0.00002236218,0.000047187,0.00001472917],"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":[0.00002082732,0.00001110534,0.00006894019,0.00003992868,0.000002140664,0.00004834744,0.00001091739,0.00009819058,0.998112,0.0000589264,0.00002810732,0.001500618],"study_design_scores_gemma":[0.000002390334,0.00003993479,0.0006889291,0.00000170871,0.000005840264,0.00007278082,0.00000606296,0.0007672634,0.9977415,0.00001456227,0.0006563137,0.000002773063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636108,0.001953859,0.02847368,0.000120572,0.00005762554,0.0001538298,0.001239906,0.000285063,0.004104704],"genre_scores_gemma":[0.9736019,0.0005688522,0.02115284,0.00002494309,0.00001136759,0.00006052361,0.00113159,0.00006930448,0.003378591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001036941,"threshold_uncertainty_score":0.003468931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00986563981499156,"score_gpt":0.2322486239765028,"score_spread":0.2223829841615113,"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."}}