{"id":"W2059175667","doi":"10.1038/srep02431","title":"Controlled Growth of Platinum Nanowire Arrays on Sulfur Doped Graphene as High Performance Electrocatalyst","year":2013,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Electrocatalyst; Nucleation; Materials science; Graphene; Nanowire; Catalysis; Platinum; Electrochemistry; Nanotechnology; Dopant; Chemical engineering; Electrochemical energy conversion; Dispersion (optics); Doping; Electrode; Chemistry; Optoelectronics; Physical 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":[0.00006656438,0.0002200482,0.0001859282,0.0002621433,0.000108746,0.0002407358,0.000358357,0.0002639015,0.0007057398],"category_scores_gemma":[0.0001597757,0.0002079513,0.0001395211,0.0002791806,0.0001367016,0.0002021219,0.0001732926,0.000190857,0.0002426892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926178,"about_ca_system_score_gemma":0.0001221054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006582199,"about_ca_topic_score_gemma":0.003007632,"domain_scores_codex":[0.9998914,0.000008029291,0.000007744541,0.00003364198,0.00004283786,0.00001638547],"domain_scores_gemma":[0.9999408,0.00001328294,0.00001417165,0.00001039274,0.000009822954,0.00001155455],"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":[0.00001917573,0.000007167633,0.00005958494,0.00001349915,0.000002371664,0.00003612579,0.00000825623,0.000181099,0.9983999,0.00006870899,0.00005751585,0.001146627],"study_design_scores_gemma":[0.000004581254,0.00003055159,0.0005280399,0.0000010895,0.000003602826,0.00002807526,0.000003818259,0.002449741,0.996405,0.00002032703,0.000522467,0.000002714361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941065,0.0002572088,0.002845358,0.00006333247,0.00004238734,0.00001634874,0.000291748,0.0002274178,0.002149579],"genre_scores_gemma":[0.9939746,0.0001850441,0.00424572,0.00001338605,0.000005911891,0.000009968731,0.0001515142,0.00002281909,0.001391062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007057398,"threshold_uncertainty_score":0.00236094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005193418403329641,"score_gpt":0.1939555426388767,"score_spread":0.1887621242355471,"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."}}