{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T01:55:09Z","timestamp":1755222909002,"version":"3.43.0"},"reference-count":43,"publisher":"American Chemical Society (ACS)","issue":"15","license":[{"start":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T00:00:00Z","timestamp":1753401600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T00:00:00Z","timestamp":1753401600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T00:00:00Z","timestamp":1753401600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-045"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["RGPIN05494"],"award-info":[{"award-number":["RGPIN05494"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Chem. Inf. Model."],"published-print":{"date-parts":[[2025,8,11]]},"DOI":"10.1021\/acs.jcim.5c00927","type":"journal-article","created":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T09:25:21Z","timestamp":1753435521000},"page":"7971-7981","source":"Crossref","is-referenced-by-count":0,"title":["Machine Learning-Driven Prediction of Electrochemical Promotion in the Reverse Water Gas Shift Reaction"],"prefix":"10.1021","volume":"65","author":[{"given":"Ju","family":"Wang","sequence":"first","affiliation":[{"name":"Department of Chemical and Biological Engineering, Centre for Catalysis Research and Innovation (CCRI), Nexus for Quantum Technologies (NexQT)","place":["Ottawa, Canada"]},{"name":"University of Ottawa","place":["Ottawa, Canada"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongying","family":"Zhou","sequence":"additional","affiliation":[{"name":"Department of Chemical and Biological Engineering, Centre for Catalysis Research and Innovation (CCRI), Nexus for Quantum Technologies (NexQT)","place":["Ottawa, Canada"]},{"name":"University of Ottawa","place":["Ottawa, Canada"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mustapha","family":"Ezzeddine","sequence":"additional","affiliation":[{"name":"Department of Chemical and Biological Engineering, Centre for Catalysis Research and Innovation (CCRI), Nexus for Quantum Technologies (NexQT)","place":["Ottawa, Canada"]},{"name":"University of Ottawa","place":["Ottawa, Canada"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karim","family":"Harb","sequence":"additional","affiliation":[{"name":"Department of Chemical and Biological Engineering, Centre for Catalysis Research and Innovation (CCRI), Nexus for Quantum Technologies (NexQT)","place":["Ottawa, Canada"]},{"name":"University of Ottawa","place":["Ottawa, Canada"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sayed Ahmed","family":"Ebrahim","sequence":"additional","affiliation":[{"name":"Department of Chemical and Biological Engineering, Centre for Catalysis Research and Innovation (CCRI), Nexus for Quantum Technologies (NexQT)","place":["Ottawa, Canada"]},{"name":"University of Ottawa","place":["Ottawa, Canada"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5993-2740","authenticated-orcid":true,"given":"Elena A.","family":"Baranova","sequence":"additional","affiliation":[{"name":"Department of Chemical and Biological Engineering, Centre for Catalysis Research and Innovation (CCRI), Nexus for Quantum Technologies (NexQT)","place":["Ottawa, Canada"]},{"name":"University of Ottawa","place":["Ottawa, Canada"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"316","published-online":{"date-parts":[[2025,7,25]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"publisher","DOI":"10.1002\/er.8347"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1038\/s41929-018-0051-3"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1021\/acscatal.3c01442"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1006\/jcat.2001.3360"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1021\/cr4000336"},{"key":"ref6\/cit6","doi-asserted-by":"publisher","DOI":"10.1016\/S0021-9517(02)00127-6"},{"key":"ref7\/cit7","doi-asserted-by":"publisher","DOI":"10.1007\/BF00770948"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1016\/j.apcatb.2020.118826"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.1039\/d1cy02315b"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.1021\/acscatal.0c04133"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-13893-5"},{"key":"ref12\/cit12","doi-asserted-by":"publisher","DOI":"10.1007\/s11244-014-0294-4"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1021\/jacs.0c09105"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1016\/j.apcatb.2022.121530"},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.1016\/j.apcatb.2019.118257"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1016\/j.seppur.2023.124576"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-41341-3"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1021\/acs.energyfuels.3c02359"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-3913-1"},{"key":"ref20\/cit20","doi-asserted-by":"publisher","DOI":"10.25080\/majora-92bf1922-00a"},{"key":"ref21\/cit21","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2649-2"},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2007.55"},{"key":"ref23\/cit23","doi-asserted-by":"publisher","DOI":"10.30534\/ijatcse\/2021\/391012021"},{"key":"ref24\/cit24","doi-asserted-by":"publisher","DOI":"10.1289\/EHP4713"},{"key":"ref25\/cit25","doi-asserted-by":"publisher","DOI":"10.5555\/3295222.3295230"},{"key":"ref26\/cit26","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-030-02357-7","volume-title":"Machine Learning Paradigms: Theory and Application","volume":"801","author":"Hassanien A. E.","year":"2019"},{"key":"ref27\/cit27","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2021.0120670"},{"key":"ref28\/cit28","doi-asserted-by":"publisher","DOI":"10.5121\/ijdkp.2015.5201"},{"key":"ref29\/cit29","doi-asserted-by":"publisher","DOI":"10.7717\/PEERJ-CS.623"},{"key":"ref30\/cit30","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-56706-x"},{"key":"ref31\/cit31","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1168\/2\/022022"},{"key":"ref32\/cit32","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.2c00061"},{"key":"ref33\/cit33","doi-asserted-by":"publisher","DOI":"10.1107\/S0108767308006879"},{"key":"ref34\/cit34","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2006.07155"},{"key":"ref35\/cit35","doi-asserted-by":"publisher","DOI":"10.3390\/nano13131930"},{"key":"ref36\/cit36","doi-asserted-by":"publisher","DOI":"10.1016\/j.apcatb.2020.118826"},{"key":"ref37\/cit37","doi-asserted-by":"publisher","DOI":"10.1023\/A:1004435504482"},{"key":"ref38\/cit38","doi-asserted-by":"publisher","DOI":"10.3389\/fchem.2022.966274"},{"key":"ref39\/cit39","doi-asserted-by":"publisher","DOI":"10.1039\/C5EE02657A"},{"key":"ref40\/cit40","doi-asserted-by":"publisher","DOI":"10.1039\/C6RA05414E"},{"issue":"10","key":"ref41\/cit41","first-page":"27","volume":"3","author":"Bekkar M.","year":"2013","journal-title":"J. Inf. Eng. Appl."},{"key":"ref42\/cit42","doi-asserted-by":"publisher","DOI":"10.1021\/acscatal.4c04622"},{"key":"ref43\/cit43","doi-asserted-by":"publisher","DOI":"10.1016\/j.elecom.2010.06.002"}],"container-title":["Journal of Chemical Information and Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c00927","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c00927","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T08:12:27Z","timestamp":1754899947000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.5c00927"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,25]]},"references-count":43,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2025,8,11]]}},"alternative-id":["10.1021\/acs.jcim.5c00927"],"URL":"https:\/\/doi.org\/10.1021\/acs.jcim.5c00927","relation":{},"ISSN":["1549-9596","1549-960X"],"issn-type":[{"type":"print","value":"1549-9596"},{"type":"electronic","value":"1549-960X"}],"subject":[],"published":{"date-parts":[[2025,7,25]]}}}