{"id":"W1992994573","doi":"10.1149/06101.0065ecst","title":"Improved Catalytic Reactor for the Electrochemical Promotion of Highly Dispersed Ru Nanoparticles with CeO<sub>2</sub> Support","year":2014,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"University of Ottawa","keywords":"Catalysis; Materials science; Electrochemistry; Chemical engineering; Nanoparticle; Electrolyte; Plug flow; Nanotechnology; Electrode; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000315901,0.0004007807,0.0005636498,0.0002026936,0.0001022017,0.0003631226,0.0007932528,0.0005011735,0.0005946805],"category_scores_gemma":[0.0003366624,0.0002490646,0.0002765858,0.0001498424,0.0002092235,0.0003832733,0.0002240183,0.000751975,0.0003190947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054045,"about_ca_system_score_gemma":0.0002542623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005391039,"about_ca_topic_score_gemma":0.0007849161,"domain_scores_codex":[0.9997603,0.00002324214,0.00001884878,0.00006143821,0.0001018072,0.00003434402],"domain_scores_gemma":[0.9998358,0.00004842873,0.00003326423,0.00002277986,0.0000384439,0.00002117907],"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":[0.00003095841,0.00001235665,0.00005080959,0.0000354145,0.000003493906,0.00002222929,0.000005830954,0.00008138234,0.9979842,0.00007073568,0.0000241125,0.001678527],"study_design_scores_gemma":[0.000005934927,0.00005517411,0.0002843005,0.000001303778,0.000006731083,0.00005682198,0.000002287525,0.001037611,0.9978231,0.000006383554,0.0007170714,0.000003223578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9156941,0.001604235,0.08006387,0.00013326,0.00009903902,0.0001231976,0.0002135855,0.000723655,0.001345139],"genre_scores_gemma":[0.9177199,0.0007674489,0.07777786,0.00006258662,0.0000312683,0.0001105795,0.000384256,0.00007735311,0.003068736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007932528,"threshold_uncertainty_score":0.002215862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493427550106849,"score_gpt":0.1960633060339177,"score_spread":0.1895698784838108,"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."}}