{"id":"W3091394654","doi":"10.1002/smll.202003096","title":"Engineering the Low Coordinated Pt Single Atom to Achieve the Superior Electrocatalytic Performance toward Oxygen Reduction","year":2020,"lang":"en","type":"article","venue":"Small","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ballard Power Systems (Canada); McMaster University; Western University","funders":"Canada Research Chairs; Western University; National Natural Science Foundation of China; Canada Foundation for Innovation; Science Challenge Project; Canadian Light Source; Ballard Power Systems; Natural Sciences and Engineering Research Council of Canada; McMaster University; U.S. Nuclear Regulatory Commission; University of Saskatchewan; Cummings Foundation","keywords":"Oxygen reduction; Oxygen reduction reaction; Materials science; Reduction (mathematics); Atom (system on chip); Electrocatalyst; Oxygen; Nanotechnology; Oxygen atom; Chemical engineering; Electrochemistry; Chemistry; Electrode; Computer science; Embedded system; Physical chemistry; Molecule; Engineering; Organic 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":[0.00004816962,0.0002521793,0.0001702689,0.0001208672,0.0001123132,0.0002090981,0.0002649055,0.0003172519,0.0006386729],"category_scores_gemma":[0.0001452794,0.0001134176,0.0001579249,0.0001367863,0.0001317416,0.0002623996,0.0001611583,0.000293398,0.0002521023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325961,"about_ca_system_score_gemma":0.0001717102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000496518,"about_ca_topic_score_gemma":0.001350178,"domain_scores_codex":[0.9999287,0.000003612455,0.00000536871,0.00002450398,0.00002579979,0.00001205923],"domain_scores_gemma":[0.9999665,0.000004715664,0.000009428381,0.000005202499,0.000008408487,0.000005756905],"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":[0.00001512376,0.000007724801,0.0001612829,0.0000493477,0.000004313376,0.00004436537,0.000006334446,0.0001423144,0.9965678,0.0003682456,0.00007945792,0.002553723],"study_design_scores_gemma":[0.000003842641,0.00005178998,0.0004941696,0.000001470763,0.00000718706,0.0001476725,0.000007563271,0.002157185,0.9948066,0.00006667162,0.002252665,0.000003265455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694716,0.001136261,0.02370733,0.0001875883,0.00009305665,0.00004025295,0.0002269187,0.0002917742,0.004845227],"genre_scores_gemma":[0.9843248,0.0003585789,0.01363681,0.00002897745,0.000009932228,0.00001543057,0.0001275228,0.0000200348,0.001477939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006386729,"threshold_uncertainty_score":0.002136528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444353339173722,"score_gpt":0.1853230564302631,"score_spread":0.1708795230385258,"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."}}