WITHDRAWN: Tracking international development assistance on a global scale and achieving reliable and standardised estimations of bilateral funding for climate-related initiatives through the application of machine learning algorithms

WITHDRAWN: Tracking international development assistance on a global scale and achieving reliable and standardised estimations of bilateral funding for climate-related initiatives through the application of machine learning algorithms | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article WITHDRAWN: Tracking international development assistance on a global scale and achieving reliable and standardised estimations of bilateral funding for climate-related initiatives through the application of machine learning algorithms Meenal Badki This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-5902685/v2 This work is licensed under a CC BY 4.0 License Status: Posted Version 2 posted You are reading this latest preprint version Show more versions Editorial Note 10 March, 2025. Research Square has withdrawn this preprint due to overlap with published works by other authors. A review determined that significant portions of preprint were directly duplicated from previously published articles: (1) and (2) . In accordance with our editorial policies, this manuscript has been withdrawn to maintain the integrity of the scholarly record. Editorial notes are used to provide important context regarding the topic of a preprint or to alert readers to potential issues concerning that preprint or a downstream publication associated with it. For more information on editorial notes, see our Editorial Policies . Abstract 10 March, 2025. Research Square has withdrawn this preprint due to overlap with published works by other authors. A review determined that significant portions of preprint were directly duplicated from previously published articles: (1) and (2) . In accordance with our editorial policies, this manuscript has been withdrawn to maintain the integrity of the scholarly record. Artificial Intelligence and Machine Learning Full Text 10 March, 2025. Research Square has withdrawn this preprint due to overlap with published works by other authors. A review determined that significant portions of preprint were directly duplicated from previously published articles: (1) and (2) . In accordance with our editorial policies, this manuscript has been withdrawn to maintain the integrity of the scholarly record. Additional Declarations The authors declare no competing interests. Cite Share Download PDF Status: Posted Version 2 posted You are reading this latest preprint version Show more versions Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. 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Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-5902685","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":426796122,"identity":"c982281d-e598-467e-91bb-4486caf87ba9","order_by":0,"name":"Meenal Badki","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA40lEQVRIiWNgGAWjYNCCghoefgnmA0CWhAyRWgyOyUjOYEsAaeEhVguzjcENHgMQk7AW3fbmYw9+GLDxMNzu+fzqRo0FDwP74aMb8GkxO3Ms3bDHQIaHcc7ZbdY5x4AO40lLu4FXy40cMwkeoC3MErnbjHPYgFokeMzwa7n//pvkHwNmHjaJnGfGOf+I0XKDh02aB6iFRyKH+XFuGzFazqSZScsYHOORkDlmxpzbJ8HDRtAvxw8/k3xTUWNvf7v58eecb3Vy/OyHj+HVggzYJMAkscpBgPkDKapHwSgYBaNg5AAAOlxB+6crY28AAAAASUVORK5CYII=","orcid":"","institution":"","correspondingAuthor":true,"prefix":"","firstName":"Meenal","middleName":"","lastName":"Badki","suffix":""}],"badges":[],"createdAt":"2025-01-25 16:05:23","currentVersionCode":2,"declarations":{"humanSubjects":false,"vertebrateSubjects":false,"conflictsOfInterestStatement":false,"humanSubjectEthicalGuidelines":false,"humanSubjectConsent":false,"humanSubjectClinicalTrial":false,"humanSubjectCaseReport":false,"vertebrateSubjectEthicalGuidelines":false},"doi":"10.21203/rs.3.rs-5902685/v2","doiUrl":"https://doi.org/10.21203/rs.3.rs-5902685/v2","draftVersion":[],"editorialEvents":[],"editorialNote":"\u003cp\u003e10 March, 2025. Research Square has withdrawn this preprint due to overlap with published works by other authors. A review determined that significant portions of preprint were directly duplicated from previously published articles: [(1)](\u003ca href=\"https://doi.org/10.1038/s41893-022-00874-z\" rel=\"noreferrer noopener\" target=\"_blank\" title=\"https://doi.org/10.1038/s41893-022-00874-z\"\u003ehttps://doi.org/10.1038/s41893-022-00874-z\u003c/a\u003e) and\u0026nbsp;[(2)](\u003ca href=\"https://doi.org/10.1038/s41558-022-01482-7.\" rel=\"noreferrer noopener\" target=\"_blank\" title=\"https://doi.org/10.1038/s41558-022-01482-7.\"\u003ehttps://doi.org/10.1038/s41558-022-01482-7\u003c/a\u003e). In accordance with our editorial policies, this manuscript has been withdrawn to maintain the integrity of the scholarly record.\u003c/p\u003e","failedWorkflow":false,"files":[{"id":78179500,"identity":"39f55da1-3878-408f-8fd1-570d2ca62bb0","added_by":"auto","created_at":"2025-03-10 17:20:34","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":192717,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-5902685/v2/294233b9-5dba-4281-9ca7-17dc5fc906a5.pdf"}],"financialInterests":"The authors declare no competing interests.","formattedTitle":"WITHDRAWN: Tracking international development assistance on a global scale and achieving reliable and standardised estimations of bilateral funding for climate-related initiatives through the application of machine learning algorithms","fulltext":[{"header":"Full Text","content":"10 March, 2025. Research Square has withdrawn this preprint due to overlap with published works by other authors. A review determined that significant portions of preprint were directly duplicated from previously published articles: [(1)](https://doi.org/10.1038/s41893-022-00874-z) and [(2)](https://doi.org/10.1038/s41558-022-01482-7). 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Research Square has withdrawn this preprint due to overlap with published works by other authors. A review determined that significant portions of preprint were directly duplicated from previously published articles: [(1)](https://doi.org/10.1038/s41893-022-00874-z) and [(2)](https://doi.org/10.1038/s41558-022-01482-7). 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