{"id":"W4292438707","doi":"10.1002/advs.202203199","title":"Positively Charged Pt‐Based Nanoreactor for Efficient and Stable Hydrogen Evolution","year":2022,"lang":"en","type":"article","venue":"Advanced Science","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Key Research and Development Program of China; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Nanoreactor; Overpotential; Dissociation (chemistry); Materials science; Oxygen evolution; X-ray absorption spectroscopy; Chemical engineering; Hydrogen; Nanotechnology; Chemical physics; Chemistry; Absorption spectroscopy; Electrode; Physical chemistry; Nanoparticle; Physics; Electrochemistry; 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":[0.0001492456,0.0003606793,0.000328892,0.0001469499,0.0001406802,0.0002733753,0.0004575861,0.0004398079,0.001390371],"category_scores_gemma":[0.0001880798,0.0001607384,0.0002166494,0.0001145742,0.0002014243,0.0004863439,0.0002794525,0.0003536366,0.0004834208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104142,"about_ca_system_score_gemma":0.0001433805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003629819,"about_ca_topic_score_gemma":0.0005617046,"domain_scores_codex":[0.9998574,0.00001061125,0.00001041659,0.00004287016,0.00005135488,0.00002732905],"domain_scores_gemma":[0.9999313,0.00001035232,0.00001954767,0.000008349126,0.00001597726,0.00001440131],"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":[0.00002171772,0.00001118711,0.0000343978,0.00004776143,0.000004489483,0.00003142468,0.00000751348,0.0001146495,0.997793,0.0002304586,0.0001345152,0.001568902],"study_design_scores_gemma":[0.000006011374,0.00008245025,0.0002532857,0.000002533412,0.000005531466,0.00006638193,0.000005392273,0.001671373,0.9960949,0.00003579108,0.001770445,0.000005881649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493632,0.002433764,0.03939578,0.0004410944,0.0002452507,0.00008749345,0.0005558773,0.001300044,0.006177591],"genre_scores_gemma":[0.9769484,0.0005094211,0.01895222,0.0001221948,0.00002006994,0.0000386352,0.0001896405,0.00008616228,0.00313328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001390371,"threshold_uncertainty_score":0.004651248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006745014377183795,"score_gpt":0.2246539441014079,"score_spread":0.2179089297242241,"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."}}