{"id":"W4312719419","doi":"10.1039/d2ee01816k","title":"<i>In situ</i> electrochemical activation of Co(OH)<sub>2</sub>@Ni(OH)<sub>2</sub> heterostructures for efficient ethanol electrooxidation reforming and innovative zinc–ethanol–air batteries","year":2022,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fundamental Research Funds for the Central Universities; Guangdong Provincial Key Laboratory of Advanced Energy Storage Materials; China Postdoctoral Science Foundation; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Battery (electricity); Zinc; Electrochemistry; Ethanol; In situ; Materials science; Metal; Heterojunction; Chemistry; Inorganic chemistry; Electrode; Metallurgy; Optoelectronics; Organic chemistry; Physical chemistry; Physics; Power (physics); Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000645296,0.0004330885,0.0004009515,0.0005420684,0.000698727,0.00003675174,0.0005603721,0.0001486086,0.00002234297],"category_scores_gemma":[0.00008359354,0.0004565,0.00009491784,0.001402105,0.0007991357,0.0007377389,0.0004634724,0.0003785632,0.000002844235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935015,"about_ca_system_score_gemma":0.0001526123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001161856,"about_ca_topic_score_gemma":0.0000741552,"domain_scores_codex":[0.9960477,0.0001333186,0.0006127465,0.001046146,0.001227825,0.0009322173],"domain_scores_gemma":[0.9988047,0.000132747,0.0004573908,0.0004179296,0.00005082993,0.0001363462],"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":[0.000321057,0.0001488938,0.0001238745,0.00001580808,0.00002423618,0.00000309739,0.0004358877,0.002750455,0.9885747,0.001847437,0.0000249992,0.005729575],"study_design_scores_gemma":[0.0008939846,0.0004912845,0.001201413,0.00002009454,0.00001712035,0.00003904349,0.000250506,0.0006968672,0.9949464,0.0004207384,0.000556504,0.000466098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978483,0.00007919999,0.001135309,0.00017156,0.000160421,0.0002724318,0.00001370473,0.00005661738,0.0002624468],"genre_scores_gemma":[0.9985731,0.00006200291,0.0001790817,0.0004820515,0.00006805589,0.0002294658,0.0003232914,0.00005664703,0.00002627377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006371666,"threshold_uncertainty_score":0.9997887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004211580381345126,"score_gpt":0.2020335825377251,"score_spread":0.19782200215638,"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."}}