{"id":"W4285399167","doi":"10.1149/ma2022-01552300mtgabs","title":"Niobium Oxide Coated Mesoporous Platinum Nanoparticles for the Oxygen Reduction Reaction","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Niobium oxide; Materials science; Platinum; Oxide; Mesoporous material; Niobium; X-ray photoelectron spectroscopy; Chemical engineering; Catalysis; Platinum nanoparticles; Coating; Inorganic chemistry; Nanotechnology; Chemistry; Metallurgy; 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":[0.00008381825,0.0002626877,0.0001912593,0.0001854387,0.000185087,0.0001923722,0.0003055601,0.0003397548,0.001543384],"category_scores_gemma":[0.0001511876,0.0001986682,0.0001866562,0.0001047704,0.00009192856,0.0002670423,0.0001428038,0.0003571422,0.0007455723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986006,"about_ca_system_score_gemma":0.0001333132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009359216,"about_ca_topic_score_gemma":0.002693862,"domain_scores_codex":[0.9998883,0.000004001338,0.000007347272,0.00003494147,0.00005013963,0.00001518159],"domain_scores_gemma":[0.999953,0.000007383881,0.00001174267,0.000006812296,0.00001354392,0.000007401832],"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":[0.00002202175,0.0000123961,0.00006173874,0.00006440387,0.000003132608,0.00003370129,0.000008032005,0.0001139913,0.9974726,0.0001299943,0.0001224187,0.001955671],"study_design_scores_gemma":[0.000004202068,0.00006801874,0.0005785876,0.000003969074,0.000006017602,0.00006604616,0.000005464248,0.001697548,0.9949477,0.00002524901,0.002592131,0.000005092894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337883,0.005453282,0.03631779,0.0003540201,0.000388132,0.0003057869,0.001317122,0.0009261905,0.02114936],"genre_scores_gemma":[0.9768113,0.001112706,0.01559619,0.00007603945,0.00002354258,0.00007883984,0.0003207951,0.0000445502,0.005936182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001543384,"threshold_uncertainty_score":0.005163074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441160099844927,"score_gpt":0.2282908393337181,"score_spread":0.2138792383352688,"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."}}