{"data":[{"id":"10.7910/dvn/g2kizy","type":"dois","attributes":{"doi":"10.7910/dvn/g2kizy","identifiers":[],"creators":[{"name":"Nagawa, Maria","nameType":"Personal","givenName":"Maria","familyName":"Nagawa","affiliation":["Stanford University"],"nameIdentifiers":[]}],"titles":[{"title":"Replication Data for: Foreign Aid and the Performance of Bureaucrats"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Social Sciences"},{"subject":"bureaucrats"}],"contributors":[{"name":"Nagawa, Maria","nameType":"Personal","givenName":"Maria","familyName":"Nagawa","affiliation":["Stanford University"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-06-15","dateType":"Submitted"},{"date":"2026-06-24","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["1894539","37794"],"formats":["text/tab-separated-values","text/x-r-notebook"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"R replication materials including a .csv file and RMD file","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/G2KIZY","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-15T20:12:42Z","registered":"2026-06-24T07:16:08Z","published":null,"updated":"2026-06-24T07:16:08Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/x2u1ya","type":"dois","attributes":{"doi":"10.7910/dvn/x2u1ya","identifiers":[],"creators":[{"name":"Chia, Minghao","nameType":"Personal","givenName":"Minghao","familyName":"Chia","affiliation":["Genome Institute of Singapore"],"nameIdentifiers":[]}],"titles":[{"title":"Database files of human RNA and tRNA PLUS microbial Silva rRNAs (138.2)"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Medicine, Health and Life Sciences"}],"contributors":[{"name":"Chia, Minghao","nameType":"Personal","givenName":"Minghao","familyName":"Chia","affiliation":["Genome Institute of Singapore"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-06-23","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["5200959","168459290"],"formats":["text/plain","application/x-compressed"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"The blast database has the Silva LSU, Silva SSU (138.2), human transcriptome and tRNAs. Made using Blast (v2.12.0), and compressed with 7zip.\n\nThe bacteria_and_fungi_assembly_summary_ref_genome_fmt is metadata for downloading reference genomes from NCBI.\n\nBoth files are necessary to run https://github.com/Chiamh/visium_probe_design_nf","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/X2U1YA","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-24T02:52:00Z","registered":"2026-06-24T02:52:20Z","published":null,"updated":"2026-06-24T02:52:20Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/ewmfw4","type":"dois","attributes":{"doi":"10.7910/dvn/ewmfw4","identifiers":[],"creators":[{"name":"WORLD Policy Analysis Center","nameType":"Organizational","affiliation":[],"nameIdentifiers":[]},{"name":"Equal Futures","nameType":"Personal","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"WORLD Legislative Repository for Paid Health and Annual Leave Laws 2026"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Law"},{"subject":"FOS: Law","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Social Sciences"},{"subject":"legislation"},{"subject":"global"},{"subject":"paid sick leave"},{"subject":"paid caregiving leave"},{"subject":"paid health leave"},{"subject":"paid annual leave"},{"subject":"vacation"}],"contributors":[{"name":"WORLD Policy Analysis Center","nameType":"Organizational","affiliation":[],"contributorType":"Producer","nameIdentifiers":[]},{"name":"Equal Futures","nameType":"Personal","affiliation":[],"contributorType":"Producer","nameIdentifiers":[]},{"name":"Equal Futures","nameType":"Personal","affiliation":[],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-06-23","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"policy data","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["289393740","126888378","127534426","171231146","323079563","9397133"],"formats":["application/zip","application/zip","application/zip","application/zip","application/zip","application/zip"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Attribution Non Commercial 4.0 International","rightsUri":"https://creativecommons.org/licenses/by-nc/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-nc-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"The WORLD Legislative Repository for Paid Health and Annual Leave Laws 2026 contains the legislation used to code the Equal Futures Annual Leave and Weekly Rest Laws 2026, Equal Futures Paid Leave for Family Health Needs Laws 2026, and Paid Leave for Personal Health Needs Laws 2026 datasets. The creation of this public use legislative repository was a collaboration between the WORLD Policy Analysis Center and Equal Futures with WORLD sourcing the full-text legislation used to code the database and Equal Futures curating the legislation for public use. Unless otherwise indicated, all legislation is to the best of our knowledge current as of January 2026.\nEqual Futures’ mission is to build evidence that advances equality and quality of life worldwide. As part of this mission, Equal Futures is pleased to be the new home for the WORLD Policy Analysis Center's public use data on constitutional rights, laws, and policies. Equal Futures will continue to maintain and update these datasets, alongside constructing data for new policy areas, building on WORLD's history of providing rigorous, actionable data that advances equal opportunities across all 193 UN member states. \nThe mission of the WORLD Policy Analysis Center (WORLD) is to strengthen equal rights and opportunities globally by providing civil society, policymakers, citizens, and other researchers with tools to advance feasible and effective policy approaches for improving the well-being of individuals, families, communities, and societies. WORLD captures quantitatively comparative data for 193 United Nations (UN) countries on adult labor and working conditions, discrimination at work, child marriage, aging, education, constitutional rights, health, disability, family, migration, child labor, environment, and income policies. WORLD works with partners to promote evidence-based decision-making across these areas.","descriptionType":"Abstract"}],"geoLocations":[{"geoLocationPlace":"All 193 UN countries,"}],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/EWMFW4","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-24T01:25:25Z","registered":"2026-06-24T01:44:45Z","published":null,"updated":"2026-06-24T01:44:45Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/nlojtj","type":"dois","attributes":{"doi":"10.7910/dvn/nlojtj","identifiers":[],"creators":[{"name":"MohammadEbrahimi, Shahab","nameType":"Personal","givenName":"Shahab","familyName":"MohammadEbrahimi","affiliation":["Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-1494-1544","nameIdentifierScheme":"ORCID"}]}],"titles":[{"title":"Cardiovascular Hospitalizations in Mashhad, Iran, Over a Five-Year Period: A Geodatabase"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2024,"subjects":[{"subject":"Medicine, Health and Life Sciences"}],"contributors":[{"name":"MohammadEbrahimi, Shahab","nameType":"Personal","givenName":"Shahab","familyName":"MohammadEbrahimi","affiliation":["Department of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2024-10-20","dateType":"Submitted"},{"date":"2024-10-20","dateType":"Available"},{"date":"2026-06-23","dateType":"Updated"},{"date":"2024","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["2518186","184219","351895","279054","11618","729810"],"formats":["application/vnd.openxmlformats-officedocument.spreadsheetml.sheet","application/pdf","application/zipped-shapefile","application/zipped-shapefile","application/vnd.openxmlformats-officedocument.spreadsheetml.sheet","application/pdf"],"version":"2.1","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This dataset provides a comprehensive geodatabase of cardiovascular disease (CVD) hospitalizations in Mashhad, Iran, over a five-year period (2016-2020), featuring over 52,000 confirmed cases. It includes detailed demographic and clinical information, such as age, gender, admission date, ICD-10 codes, death occurrences, and hospital stay duration. Additionally, the dataset incorporates environmental factors (air quality, green spaces, and urban density), socio-economic variables, and public infrastructure data. It is designed to support spatiotemporal analysis, AI, and machine learning for predicting high-risk CVD areas and guiding public health interventions.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/NLOJTJ","contentUrl":null,"metadataVersion":4,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":128,"downloadCount":26,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2024-10-20T09:58:44Z","registered":"2024-10-20T14:20:04Z","published":null,"updated":"2026-06-23T23:58:30Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/udmsir","type":"dois","attributes":{"doi":"10.7910/dvn/udmsir","identifiers":[],"creators":[{"name":"Iacus, Stefano Maria","nameType":"Personal","givenName":"Stefano Maria","familyName":"Iacus","affiliation":["Harvard University"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-4884-0047","nameIdentifierScheme":"ORCID"}]},{"name":"PORRO, GIUSEPPE","nameType":"Personal","givenName":"GIUSEPPE","familyName":"PORRO","affiliation":["University of Insubria"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0001-6270-0377","nameIdentifierScheme":"ORCID"}]}],"titles":[{"title":"Replication Data for: Job Satisfaction Through the Lens of Social Media: Rural-Urban Patterns in the U.S."}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2025,"subjects":[{"subject":"Social Sciences"}],"contributors":[{"name":"Iacus, Stefano Maria","nameType":"Personal","givenName":"Stefano Maria","familyName":"Iacus","affiliation":["Harvard University"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2025-12-05","dateType":"Submitted"},{"date":"2025-12-05","dateType":"Available"},{"date":"2026-06-23","dateType":"Updated"},{"date":"2025","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsSupplementTo","relatedIdentifier":"arXiv.2512.05144","relatedIdentifierType":"arXiv"}],"relatedItems":[],"sizes":["30177943","4072","16497","14800","16235"],"formats":["text/tab-separated-values","text/markdown","type/x-r-syntax","type/x-r-syntax","type/x-r-syntax"],"version":"3.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This dataset contains the county–month data and scripts used in the study “Job Satisfaction Through the Lens of Social Media: Rural-Urban Patterns in the U.S.” The job-satisfaction indicator is derived from a fine-tuned large language model applied to 2.6 billion georeferenced tweets, aggregated to county level and merged with official labor-market statistics (BLS LAUS), ACS 5-year income, population, and USDA rural–urban codes. The data cover January 2013–December 2023. These files support replication of all analyses in the paper.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/UDMSIR","contentUrl":null,"metadataVersion":5,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":24,"downloadCount":5,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2025-12-05T09:53:11Z","registered":"2025-12-05T09:55:01Z","published":null,"updated":"2026-06-23T23:30:50Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/mrxnd8","type":"dois","attributes":{"doi":"10.7910/dvn/mrxnd8","identifiers":[],"creators":[{"name":"Rendleman, Hunter","nameType":"Personal","givenName":"Hunter","familyName":"Rendleman","affiliation":["University of California, Berkeley"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-1204-2422","nameIdentifierScheme":"ORCID"}]},{"name":"Jefferson, Hakeem","nameType":"Personal","givenName":"Hakeem","familyName":"Jefferson","affiliation":["Stanford University"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-5755-2960","nameIdentifierScheme":"ORCID"}]},{"name":"Davenport, Lauren","nameType":"Personal","givenName":"Lauren","familyName":"Davenport","affiliation":["Stanford University"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-4763-234X","nameIdentifierScheme":"ORCID"}]}],"titles":[{"title":"Replication Data for: The Politics of Black Classification: Sociopolitical Cues and Racial Perception"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Social Sciences"},{"subject":"Race"},{"subject":"Identity politics"},{"subject":"Political behavior"},{"subject":"Partisanship"}],"contributors":[{"name":"Rendleman, Hunter","nameType":"Personal","givenName":"Hunter","familyName":"Rendleman","affiliation":["University of California, Berkeley"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-05-27","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["7553465","2060","35376","53503","10166","128392"],"formats":["text/tab-separated-values","type/x-r-syntax","type/x-r-syntax","type/x-r-syntax","text/x-markdown","type/x-r-syntax"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"What makes someone Black in American society today? From Donald Trump questioning Kamala Harris’s racial identity to Joe Biden’s claim that hesitant Black voters “ain’t Black,” American politics frequently brings questions of racial authenticity and belonging to the surface. Yet political science often approaches race as a fixed attribute rather than a social construction. Here, we seek to understand how Americans define blackness in social and political life. Using a conjoint experiment with a racially diverse sample that includes Black, white, and mixed race Black-white respondents, we evaluate how ascribed and acquired traits influence perceptions of blackness. The results show that inherited characteristics—particularly parentage and skin tone, which are the strongest determinants of racial classification—play a central role, while sociopolitical cues such as partisanship, neighborhood context, and spousal race also influence racial classification. Using a continuous measure, we also show that respondents make graded assessments of blackness rather than purely binary classifications, with some individuals perceived as more Black than others. Black respondents are more likely than white respondents to classify a broader set of profiles as Black, consistent with a more inclusive understanding of racial membership, yet they also place greater emphasis on shared political identity. These findings clarify how racial categories are socially constructed and why that construction carries real political and social consequences.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/MRXND8","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-05-27T18:39:12Z","registered":"2026-06-23T22:00:07Z","published":null,"updated":"2026-06-23T22:00:07Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/7gdiyx","type":"dois","attributes":{"doi":"10.7910/dvn/7gdiyx","identifiers":[],"creators":[{"name":"Ong, Elvin","nameType":"Personal","givenName":"Elvin","familyName":"Ong","affiliation":["National University of Singapore"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-8618-5629","nameIdentifierScheme":"ORCID"}]}],"titles":[{"title":"Replication Data for: The Victory Trap: Endogenous Opposition Coalition Weaknesses in Reversing Autocracy"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Social Sciences"},{"subject":"democratization, opposition coalitions, Poland, Malaysia"}],"contributors":[{"name":"Ong, Elvin","nameType":"Personal","givenName":"Elvin","familyName":"Ong","affiliation":["National University of Singapore"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-05-19","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["1963","1300","12264"],"formats":["type/x-r-syntax","text/rtf","application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"After opposition parties and alliances win against dominant autocratic incumbents, what challenges do they encounter in reversing autocracy and what are the consequences? We argue that long-neglected endogenous weaknesses in opposition coalitions undermine re-democratization efforts, easily opening the door to autocratic comebacks. First, coalition intra-elite conflicts post-victory result in fractured and ineffective governance, generating mass disappointment with the new political elites. Second, coalition intra-supporter divergence pressure the new coalition government into haphazard speed and scope of pro-democratic reforms. Any swift actions in reversing autocracy alienates supporters of the ex-autocrat, elicits accusations of partisan revenge, and fuels counter-mobilization against the new government. A most different case comparison between the recent autocratic reversal experiences of Poland and Malaysia demonstrates our argument. We show in both cases ideological and distributional conflicts among diverse coalition elites undermine governance after victory, and how different supporter bases prioritize different policy agendas. Counter-mobilization by the autocratic ex-incumbents became highly successful in undermining public support for the new government. These findings suggest profound challenges in reversing autocracy and rebuilding democracy lie within opposition coalitions themselves, in addition to authoritarian legacies.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/7GDIYX","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-05-19T12:56:19Z","registered":"2026-06-23T21:59:32Z","published":null,"updated":"2026-06-23T21:59:32Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/oc1bqb","type":"dois","attributes":{"doi":"10.7910/dvn/oc1bqb","identifiers":[],"creators":[{"name":"Hong, Fuhai","nameType":"Personal","givenName":"Fuhai","familyName":"Hong","affiliation":["Lingnan University"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0001-8681-4926","nameIdentifierScheme":"ORCID"}]},{"name":"Xia, Shouzhi","nameType":"Personal","givenName":"Shouzhi","familyName":"Xia","affiliation":["Hunan University"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-8201-2931","nameIdentifierScheme":"ORCID"}]},{"name":"Zhang, Chen","nameType":"Personal","givenName":"Chen","familyName":"Zhang","affiliation":["Huangshan Univeristy"],"nameIdentifiers":[]}],"titles":[{"title":"Replication Data for: \"The Disappearance of Political Moderates Online: How the Privacy Function of Social Media Amplifies Observed Political Polarization\""}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Social Sciences"},{"subject":"Political Polarization, Social Media, Privacy Function, Social Desirability, Experiment, Hong Kong"}],"contributors":[{"name":"Zhang, Chen","nameType":"Personal","givenName":"Chen","familyName":"Zhang","affiliation":["Huangshang University"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-05-16","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["1479","251312","4022","8485","9220","1171","355792"],"formats":["text/plain","text/tab-separated-values","text/x-stata-syntax","text/x-stata-syntax","application/vnd.openxmlformats-officedocument.spreadsheetml.sheet","type/x-r-syntax","text/tab-separated-values"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This paper contends that when the privacy function of social media is used for politically relevant audience curation, users may take more partisan stances than they would otherwise, which therefore amplifies the observed political polarization. Specifically, the privacy function allows users to selectively disclose their content to like-minded people and hide it from out-groups. We argue that, in a “safe space” created by using the privacy functions, without worrying about the raised eyebrows of out-groups, people tend to express more partisan stances to impress their in-groups. Through an experiment conducted in Hong Kong, where political polarization between pro-democracy and pro-establishment camps was intensified over the years, we created a social media-like environment for participants, and demonstrated that participants who were provided with the privacy function were more likely to disclose content to in-groups than to out-groups, and more importantly, exhibited stronger stances regarding polarized issues. This paper contributes to the understanding of the relationship between social media and political polarization and calls out the need to reassess the robustness of the observed polarization level on social media in various societies.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/OC1BQB","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-05-16T12:02:50Z","registered":"2026-06-23T21:58:53Z","published":null,"updated":"2026-06-23T21:58:53Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/ia1joe","type":"dois","attributes":{"doi":"10.7910/dvn/ia1joe","identifiers":[],"creators":[{"name":"S. Ratynskaia, M. Hoelzl, E. Nardon, P. Aleynikov, F.J. Artola, V. Bandaru, M. Beidler, B. Breizman, D. del-Castillo-Negrete, M. De Angeli, V. Dimitriou, R. Ding, J. Eriksson, O. Ficker, R.S. Granetz, E. Hollmann, M. Hoppe, M. Houry, I. Jepu, H.R. Koslowski, C. Liu, J.R. Martin-Solis, G. Pautasso, Y. Peneliau, R.A. Pitts, G.I. Pokol, C. Reux, U. Sheikh, S.A. Silburn, T. Tang, R.A. Tinguely, P. Tolias, E. Tomesova, R. Villari","nameType":"Personal","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"The Roadmap for runaway electron-induced plasma facing component damage in tokamaks"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Physics"},{"subject":"disruption"},{"subject":"plasma facing components"},{"subject":"runaway electron"},{"subject":"thermo-mechanical analysis"},{"subject":"tokamak"}],"contributors":[],"dates":[{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["32991155"],"formats":["application/pdf"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This Roadmap article addresses the critical and multifaceted challenge of plasma- facing component (PFC) damage caused by runaway electrons (REs) in tokamaks, a phenomenon that poses a significant threat to the viability and longevity of future fusion reactors such as ITER and DEMO. The dramatically increased RE production expected in future high-current tokamaks makes it very difficult to avoid or mitigate REs in such devices when a plasma discharge terminates abnormally. Preventing damage from the intense localised heat loads they can cause requires a holistic approach that considers plasma, REs and PFC damage. Despite decades of progress in understanding the physics of REs and the thermomechanical response of PFCs separately, their complex interplay remains poorly understood. This document aims to initiate a coordinated, interdisciplinary approach to bridge this gap by reviewing experimental evidence, advancing diagnostic capabilities, and improving modelling tools across different scales, dimensionalities, and fidelities. Key topics include RE beam formation and transport, damage mechanisms in both brittle and metallic PFCs, and observed effects in major facilities such as JET, DIII-D, WEST and EAST. The Roadmap emphasises the urgency of predictive, high-fidelity modelling validated against well-diagnosed controlled experiments, particularly in the light of recent changes in ITER’s wall material strategy and the growing importance of private sector fusion initiatives. The modelling gaps include calculations of the magnetic equilibrium, RE distribution function and background plasma properties at the start of the beam termination, with a critical need to advance modelling of access conditions to benign terminations. This is to be followed by simulations of the termination itself which requires a self-consistent description of the 3D MHD fields together with the REs, which is now available thanks to recent developments. Finally, the damage assessment is enabled by modelling of the full thermo-mechanical response, encompassing the hydrodynamic and the deviatoric behavior, to RE impacts with characteristics as provided by the termination simulations. The full workflow is computationally heavy for scoping studies to assist design of future machines, calling for development of reduced or surrogate models. Each section of the Roadmap article is written to provide a concise overview of one area of this multidisciplinary subject, with an assessment of the status, a look at current and future challenges, and a brief summary. The ultimate goal of this initiative is to guide future mitigation strategies and design resilient components that can withstand the intense localised loads imposed by REs, thus ensuring the safe and sustainable operation of the next generation of fusion power plants.","descriptionType":"Abstract"},{"description":"CITATION: S Ratynskaia et al 2026 Plasma Phys. Control. Fusion 68 053501\u003cbr\u003e\u003cbr\u003ePUBLISHED VERSION DOI: http://doi.org/10.1088/1361-6587/ae1c6c\u003cbr\u003e\u003cbr\u003ePSFC REPORT PSFC/JA-26-36\u003cbr\u003e\u003cbr\u003eSome of the work has been performed within the framework of the EUROfusion Consortium, funded by the European Union via the Euratom Research and Training Programme (Grant Agreement No 101052200 - EUROfusion). The views and opinions expressed are however those of the authors only and do not necessarily reflect those of the European Union, the European Commission or the ITER Organization. The European Union, European Commission or ITER Organization cannot be held responsible for them. R.A.T. acknowledges support by Commonwealth Fusion Systems. O.F. acknowledges support for COMPASS related work by CR-MEYS projects LM2023045 and 9D22001. J.R.M-S. acknowledges support of work related to the Universidad Carlos III de Madrid in section 6 by Ministerio de Ciencia e Innovacion (Spain), Project PID2022-137869OB-I00. For work contributed by E.M.H., this material is based upon work supported by the U.S. Department of Energy, Office of Science, Office of Fusion Energy Sciences, using the DIII-D National Fusion Facility, a DOE Office of Science user facility, under Awards DE-FC02-04ER54698 and DE-FG02-07ER54917. B.B and D.d.C.N acknowledge support from the U.S. Department of Energy under Contract Nos. DE-FG02- 04ER-54742 and DESC001683. S.R, M.H and E. N. thank Dr. F. Leuterer (Max Planck Institute for Plasma Physics, Garching, Germany) for bringing to their attention the evidence of RE-induced damage to antennas in 1983 ASDEX experiments. Dr. M. Diez and Dr. Y. Corre (CEA, Saint- Paul-lez-Durance, France) are gratefully acknowledged for providing damage evidence from WEST presented in Secs. 2 and 3\u003cbr\u003e\u003cbr\u003eIf this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.","descriptionType":"Other"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/IA1JOE","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T21:30:27Z","registered":"2026-06-23T21:31:34Z","published":null,"updated":"2026-06-23T21:31:34Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/ztx5ty","type":"dois","attributes":{"doi":"10.7910/dvn/ztx5ty","identifiers":[],"creators":[{"name":"Thomas H. Eich, Thomas A.J. Body","nameType":"Personal","givenName":"Thomas A.J. Body","familyName":"Thomas H. Eich","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Power and particle exhaust for the ARC fusion power plant"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Physics"},{"subject":"ARC"},{"subject":"divertor"},{"subject":"fusion plasma"},{"subject":"models"},{"subject":"power exhaust"},{"subject":"SOL"}],"contributors":[],"dates":[{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["5998927"],"formats":["application/pdf"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"To successfully show that fusion is an attractive energy source, the ARC fusion power plant will need to operate with a robust, integrated power and particle exhaust solution. To maximise ARC’s fusion power output while avoiding excessive erosion of the plasma-facing components, we will need to radiatively dissipate most of the power crossing the last-closed flux surface, injecting radiating impurities such as argon or neon to access divertor detachment. Divertor detachment will need to be integrated with a high-performance core plasma, and with efficient impurity pumping to prevent the accumulation of helium ash in the core. To access and control detachment in high-performance plasmas, we have designed ARC with up–down-symmetric divertors, with secondary X-points in long, tightly baffled outer legs. Using a core-edge modelling workflow, we predict that with this divertor design, ARC will access detachment with modest argon seeding in the divertor (cAr,div ∼0.9%), which should have minimal impact on the core (DeltaZeff,core \u0026lt;0.5) for reasonable argon enrichment (cAr,div/cAr,core =6). Due to the high predicted divertor neutral pressure (pdiv ∼20 Pa), we predict that ARC will sufficiently pump helium to limit ash accumulation in the core (cHe,core \u0026lt;2%) for a helium enrichment of cHe,div/cHe,core =0.4. ARC’s divertor design is expected to increase the stability of a detachment front in the outer divertor leg, helping to prevent divertor reattachment during smaller heat-flux transients such as scrape-off-layer filaments associated with the quasi-continuous exhaust regime. However, this buffering will not be sufficient to prevent divertor reattachment during large type-I edge-localised modes (ELMs), and as such these will need to be avoided on ARC. Experiments on SPARC will be used to select an integrated scenario which avoids or mitigates type-I-ELMs while maintaining access to detachment, good core fusion performance and sufficient impurity exhaust. SPARC experiments will also be used to finalise ARC’s divertor design, by studying the impact of magnetic and first-wall geometry on detachment stability, impurity enrichment and neutral baffling under conditions similar to those expected for ARC. In conclusion, our analysis finds that ARC will have a viable power and particle exhaust solution which is compatible with high-power operations, and this solution will be validated in experiments on SPARC.","descriptionType":"Abstract"},{"description":"CITATION: Eich TH, Body TAJ, Looby TP, et al. Journal of Plasma Physics. 2026;92(3):E66\u003cbr\u003e\u003cbr\u003ePUBLISHED VERSION DOI: http://doi.org/10.1017/S002237782610155X\u003cbr\u003e\u003cbr\u003ePSFC REPORT PSFC/JA-26-35\u003cbr\u003e\u003cbr\u003eThis work was funded by Commonwealth Fusion Systems. This material is based upon work supported by the U.S. Department of Energy, Office of Science, Fusion Energy Sciences, under the Milestone-Based Fusion Development Program under Award Number DE-SC0024885.\u003cbr\u003e\u003cbr\u003eIf this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.","descriptionType":"Other"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/ZTX5TY","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T21:08:14Z","registered":"2026-06-23T21:09:11Z","published":null,"updated":"2026-06-23T21:09:11Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/jsujrw","type":"dois","attributes":{"doi":"10.7910/dvn/jsujrw","identifiers":[],"creators":[{"name":"Gruenberg, Sebastian","nameType":"Personal","givenName":"Sebastian","familyName":"Gruenberg","affiliation":["New England Biolabs"],"nameIdentifiers":[]}],"titles":[{"title":"Raw data files"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Chemistry"},{"subject":"Mpa Ago applications"}],"contributors":[{"name":"Gruenberg, Sebastian","nameType":"Personal","givenName":"Sebastian","familyName":"Gruenberg","affiliation":["New England Biolabs"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-06-23","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsSupplementTo","relatedIdentifier":"10.1016/j.omtn.2026.102983","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":["4201454","8801360","5561888","2751420","6547940","2206484","2001502","2201528","2201325","4201442","2201454","2201464","26803584","2201470","2201450","5966048","5395200"],"formats":["image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff","image/tiff"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This data collection contains the raw data/gel scan images shown in the manuscript \"A DNA-guided prokaryotic Argonaute enables programmable RNA cleavage for sequencing and quality control of in vitro transcribed RNAs\"","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/JSUJRW","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T20:16:20Z","registered":"2026-06-23T20:18:26Z","published":null,"updated":"2026-06-23T20:18:26Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/8ycajx","type":"dois","attributes":{"doi":"10.7910/dvn/8ycajx","identifiers":[],"creators":[{"name":"Eife, Thomas","nameType":"Personal","givenName":"Thomas","familyName":"Eife","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Replication Data for The General Equilibrium Effects of the Shale Revolution"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Social Sciences"}],"contributors":[{"name":"Eife, Thomas","nameType":"Personal","givenName":"Thomas","familyName":"Eife","contributorType":"ContactPerson","affiliation":[],"nameIdentifiers":[]}],"dates":[{"date":"2026-06-04","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["296777711"],"formats":["application/x-compressed"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"The replication package describes data sources, provides the relevant data sets, and generates the figures and tables for both the main text and appendix.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/8YCAJX","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-04T13:21:56Z","registered":"2026-06-23T20:12:22Z","published":null,"updated":"2026-06-23T20:12:22Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/0aewiw","type":"dois","attributes":{"doi":"10.7910/dvn/0aewiw","identifiers":[],"creators":[{"name":"J. L. Baker, M. Kryjak","nameType":"Personal","givenName":"M. Kryjak","familyName":"J. L. Baker","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"The impact of non-local fluid models on 1D impurity driven detachment in an ITER-like SOL"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Physics"},{"subject":"detachment"},{"subject":"impurity seeding"},{"subject":"ITER"},{"subject":"non-local transport"},{"subject":"scrape-off-layer"}],"contributors":[],"dates":[{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["4412797"],"formats":["application/pdf"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"Understanding parallel thermal transport in the scrape-off layer (SOL) is crucial for designing future high-powered tokamak exhaust systems. Fluid models, whilst computationally efficient, cannot accurately predict heat flux in conditions with large temperature gradients or low upstream collisionality. Here the electron mean free path becomes large and so the heat transport is non-local. The impact of non-local electron thermal transport on key detachment processes is often overlooked. The Hermes-3 multi-fluid SOL code is applied to a medium collisionality (S∥/λe ≈ 25 upstream) ITER-like scenario in 1D, comparing nonlocal (SNB), to classical Spitzer-Härm (SH) as well as flux-limited (FL) electron conduction models. A neon fixed-fraction impurity seeding model is applied at increasing percentage until detachment is observed. Competing behaviour between FL and impurity seeding on target temperatures is observed, whilst the SNB model agrees qualitatively with SH, showing earlier detachment onset compared to FL (at ∼ 1% lower neon fraction). This motivates the inclusion of non-local thermal conduction models (such as the SNB model) in fluid detachment modelling of SOL plasmas.","descriptionType":"Abstract"},{"description":"CITATION: J L Baker et al 2026 Plasma Phys. Control. Fusion 68 045032\u003cbr\u003e\u003cbr\u003ePUBLISHED VERSION DOI: http://doi.org/10.1088/1361-6587/ae56b4\u003cbr\u003e\u003cbr\u003ePSFC REPORT PSFC/JA-26-32\u003cbr\u003e\u003cbr\u003eThis work was made possible by the University of York and the Engineering and Physical Sciences Research Council [Grant Number EP/L01663X/1]. Prepared in part by LLNL under Contract No. DEAC52-07NA27344 with the US. Department of Energy.\u003cbr\u003e\u003cbr\u003eIf this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.","descriptionType":"Other"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/0AEWIW","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T20:10:10Z","registered":"2026-06-23T20:10:45Z","published":null,"updated":"2026-06-23T20:10:45Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/ekpnpo","type":"dois","attributes":{"doi":"10.7910/dvn/ekpnpo","identifiers":[],"creators":[{"name":"Robert Davies, Christopher Berg Smiet","nameType":"Personal","givenName":"Christopher Berg Smiet","familyName":"Robert Davies","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Characterisation of X- and O-points in Wendelstein 7-X with respect to coil currents"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Physics"},{"subject":"fixed points"},{"subject":"island divertor"},{"subject":"stellarator"},{"subject":"stellarator optimization"},{"subject":"wendelstein 7-X"}],"contributors":[],"dates":[{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["8401457"],"formats":["application/pdf"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This work analyses vacuum magnetic field topology in Wendelstein 7-X (W7-X) with respect to changes in the current in the superconducting coils. We develop a fast automated scheme to locate fixed points (such as X- and O-points) and calculate the trace of the Jacobian of the field line map for them (Tr(M)), which represents several important properties of the fixed point. We perform two sets of coil current scans: (1) scans where each coil current is varied individually, using the “standard”, “high iota” and “low iota” configurations as starting points; (2) a scan of over 2 × 105 magnetic configurations in which the coil currents are randomly sampled. In both cases we constrain the coil currents to the normal range of W7-X. We verify the principal roles of the non-planar, planar and control coils: the non-planar coils establish island chains with a certain phase; the planar coils modify the location of the island chain by both controlling the ι profile and shifting the configuration “inward” and “outward”; the control coil affects the island size and phase. We also find that |(Tr(M) − 2)| (a quantity closely related to the magnitude of the Greene’s residue) tends to increase with the minor radius of the fixed points, and that Tr(M) for X- and O-points can be very differently affected by the control coil current. Finally, we show that |(Tr(M) − 2)| serves as a proxy for island size for internal island chains, which may help identification of suitable experimental candidates.","descriptionType":"Abstract"},{"description":"CITATION: Davies R., et al. Journal of Plasma Physics. 2026;92(2):E27\u003cbr\u003e\u003cbr\u003ePUBLISHED VERSION DOI: https://doi.org/10.1017/S0022377826101287\u003cbr\u003e\u003cbr\u003ePSFC REPORT PSFC/JA-26-30\u003cbr\u003e\u003cbr\u003eThis work has been carried out within the framework of the EUROfusion Consortium, partially funded by the European Union via the Euratom Research and Training Programme (Grant Agreement No. 101052200 – EUROfusion). The Swiss contribution to this work has been funded by the Swiss State Secretariat for Education, Research and Innovation (SERI). Views and opinions expressed are how- ever those of the author(s) only and do not necessarily reflect those of the European Union, the European Commission or SERI. Neither the European Union nor the European Commission nor SERI can be held responsible for them. This work was supported by a grant from the Simons Foundation (1013657, J.L.). Open access funding provided by Max Planck Society.\u003cbr\u003e\u003cbr\u003eIf this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.","descriptionType":"Other"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/EKPNPO","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T19:47:47Z","registered":"2026-06-23T19:48:45Z","published":null,"updated":"2026-06-23T19:48:45Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/9dz6hw","type":"dois","attributes":{"doi":"10.7910/dvn/9dz6hw","identifiers":[],"creators":[{"name":"Goodman, Alyssa","nameType":"Personal","givenName":"Alyssa","familyName":"Goodman","affiliation":["Harvard 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Prediction: Florence, Padua \u0026amp; Venice at the Dawn of Modern Science trip in June 2026.\u0026lt;/p\u0026gt;\u0026lt;b\u0026gt;Title\u0026lt;/b\u0026gt;: Part One - PredictionX \u0026amp; The Path to Newton\u0026lt;/p\u0026gt;\u0026lt;P\u0026gt;\u0026lt;b\u0026gt;Presentation Date\u0026lt;/b\u0026gt;: Monday, June 8, 2026\u0026lt;p\u0026gt;\u0026lt;b\u0026gt;Location\u0026lt;/B\u0026gt;: INAF Osservatorio Di Arcetri; Florence, Italy\u0026lt;/P\u0026gt;\u0026lt;P\u0026gt;\u0026lt;b\u0026gt;Part Two - PredictionX \u0026amp; The Path to Newton (→today)\u0026lt;/B\u0026gt;\u0026lt;/P\u0026gt;\u0026lt;P\u0026gt;\u0026lt;b\u0026gt;Presentation Date\u0026lt;/b\u0026gt;: Thursday, June 11, 2026\u0026lt;/p\u0026gt;\u0026lt;P\u0026gt;\u0026lt;b\u0026gt;Location\u0026lt;/b\u0026gt;: University of Padua; Padua, Italy\u0026lt;/B\u0026gt;","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/9DZ6HW","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T19:28:26Z","registered":"2026-06-23T19:30:21Z","published":null,"updated":"2026-06-23T19:30:21Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/rivkzi","type":"dois","attributes":{"doi":"10.7910/dvn/rivkzi","identifiers":[],"creators":[{"name":"Berber, Cumhur","nameType":"Personal","givenName":"Cumhur","familyName":"Berber","affiliation":["Balıkesir University"],"nameIdentifiers":[]}],"titles":[{"title":"Replication Data for: Online written peer 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It covers hundreds of data points and metrics for over 14,500 data center facilities worldwide, including hyperscale, leased, crypto, colocation, and wholesale data centers. The dataset can be used to identify key industry players, and evaluate utilization rates of dedicated data center space, including available power and rack capacity.\u0026lt;/p\u0026gt;\n\n\u0026lt;p\u0026gt;The data extract purchased by MIT Libraries includes detailed, site-level information on facilities, including facility locations and provider headquarters, as well as current and historical data on associated companies and the operational status of each data center. Key metrics cover total, available, and occupied IT space; IT power and rack capacity; total annualized revenue; density metrics; system redundancy; certifications; and expansion potential. It also includes information on planned expansions or new construction activity, tenants, available services, operational support, and network connectivity.\nData is collected and validated by 451 Research analysts through regular on-site visits to ensure accuracy and timeliness. Data is updated on a quarterly basis.\u0026lt;/p\u0026gt;\n\nDATA AVAILABLE FOR YEARS: Q4 2015 - Q4 2025. 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Fig 8 and Table S2 of \"Late embryonic expansion of a novel bone ridge underlies the evolutionary transformation of cylindrically shaped forelimb bones into the flattened skeleton of the penguin flipper\" (Longtine, Grunwald, et al 2026).","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/ZHTFJP","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T18:45:13Z","registered":"2026-06-23T18:45:26Z","published":null,"updated":"2026-06-23T18:45:26Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/ye7mfz","type":"dois","attributes":{"doi":"10.7910/dvn/ye7mfz","identifiers":[],"creators":[{"name":"Grunwald, Hannah","nameType":"Personal","givenName":"Hannah","familyName":"Grunwald","affiliation":["Harvard 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S6","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/YE7MFZ","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T17:38:12Z","registered":"2026-06-23T18:34:56Z","published":null,"updated":"2026-06-23T18:34:56Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/77apzp","type":"dois","attributes":{"doi":"10.7910/dvn/77apzp","identifiers":[],"creators":[{"name":"Grunwald, Hannah","nameType":"Personal","givenName":"Hannah","familyName":"Grunwald","affiliation":["Harvard 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for \"Late embryonic expansion of a novel bone ridge underlies the evolutionary transformation of cylindrically shaped forelimb bones into the flattened skeleton of the penguin flipper\" (Longtine, Grunwald, et al 2026).\n\nThis dataset contains\nA) measurements of aspect ratios of avian and mammalian bones (adult, embryonic, fossil, Fig 1-5, S1-S4)\nB) quantifications of embryonic muscle proliferation and muscle mass (Fig 6)\nC) quantification of tenascin C intensity in embryonic penguin ulna (Fig S6)","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/77APZP","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T17:28:31Z","registered":"2026-06-23T18:34:25Z","published":null,"updated":"2026-06-23T18:34:25Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/tupvfg","type":"dois","attributes":{"doi":"10.7910/dvn/tupvfg","identifiers":[],"creators":[{"name":"Grunwald, Hannah","nameType":"Personal","givenName":"Hannah","familyName":"Grunwald","affiliation":["Harvard University"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-0553-906X","nameIdentifierScheme":"ORCID"}]}],"titles":[{"title":"Microscopy for FigS7 \"Late embryonic expansion of a novel bone ridge underlies the evolutionary transformation of cylindrically shaped forelimb bones into the flattened skeleton of the penguin flipper\""}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Medicine, Health and Life Sciences"}],"contributors":[{"name":"Grunwald, Hannah","nameType":"Personal","givenName":"Hannah","familyName":"Grunwald","affiliation":["Harvard University"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-06-23","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["63803392","54988800","54988800","132","50212864","59518976","131","131","54988800"],"formats":["application/octet-stream","application/octet-stream","application/octet-stream","text/plain","application/octet-stream","application/octet-stream","text/plain","text/plain","application/octet-stream"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"Original nd2 files for fluorescent in situ microscopy (HCR) from Fig S7 in \"Late embryonic expansion of a novel bone ridge underlies the evolutionary transformation of cylindrically shaped forelimb bones into the flattened skeleton of the penguin flipper\". \n\nThese data show mRNA expression for Acvr1, Rere, and Scx in gentoo penguin ulnae at HH39","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/TUPVFG","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T17:51:34Z","registered":"2026-06-23T18:33:56Z","published":null,"updated":"2026-06-23T18:33:56Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/mc4ifc","type":"dois","attributes":{"doi":"10.7910/dvn/mc4ifc","identifiers":[],"creators":[{"name":"Grunwald, Hannah","nameType":"Personal","givenName":"Hannah","familyName":"Grunwald","affiliation":["Harvard University"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0002-0553-906X","nameIdentifierScheme":"ORCID"}]}],"titles":[{"title":"Probe Sequences for Fluorescent In Situs (HCR) from \"Late embryonic expansion of a novel bone ridge underlies the evolutionary transformation of cylindrically shaped forelimb bones into the flattened skeleton of the penguin flipper\""}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Medicine, Health and Life Sciences"}],"contributors":[{"name":"Grunwald, Hannah","nameType":"Personal","givenName":"Hannah","familyName":"Grunwald","affiliation":["Harvard University"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-06-23","dateType":"Submitted"},{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["3746","3944","3356","3616","3304","3876","9658"],"formats":["text/tab-separated-values","text/tab-separated-values","text/tab-separated-values","text/tab-separated-values","text/tab-separated-values","text/tab-separated-values","text/plain"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"These are the probe sequences used for HCR in \"Late embryonic expansion of a novel bone ridge underlies the evolutionary transformation of cylindrically shaped forelimb bones into the flattened skeleton of the penguin flipper\" (Longtine, Grunwald et al) along with some extras not shown in the paper (Fgfr2, Alx1, Pth1r) in case they become useful to someone else one day","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/MC4IFC","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-23T18:26:58Z","registered":"2026-06-23T18:33:19Z","published":null,"updated":"2026-06-23T18:33:19Z"},"relationships":{"client":{"data":{"id":"gdcc.harvard-dv","type":"clients"}}}},{"id":"10.7910/dvn/wkmi0e","type":"dois","attributes":{"doi":"10.7910/dvn/wkmi0e","identifiers":[],"creators":[{"name":"John Kappel, Matt Landreman","nameType":"Personal","givenName":"Matt Landreman","familyName":"John Kappel","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"How does the magnetic gradient scale length influence complexity of filamentary coils in stellarators?"}],"publisher":"Harvard Dataverse","container":{},"publicationYear":2026,"subjects":[{"subject":"Physics"},{"subject":"coil optimization"},{"subject":"coil-plasma distance"},{"subject":"fusion"},{"subject":"stellarator optimization"},{"subject":"stellarators"}],"contributors":[],"dates":[{"date":"2026-06-23","dateType":"Available"},{"date":"2026","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["8388491"],"formats":["application/pdf"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"lang":"en","rights":"Creative Commons Zero v1.0 Universal","rightsUri":"https://creativecommons.org/publicdomain/zero/1.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc0-1.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"The distance between the last closed flux surface (LCFS) and the nearest electromagnetic coils is a dominating factor in the cost, size, and engineering difficulty of stellarators. The smallest magnetic gradient scale length on the LCFS—denoted min(L∇B)—has been shown to be a good proxy for minimum coil–surface distance in optimizations of a current potential on a winding surface, such as through the REGCOIL method. However, it has not been shown the same is true for filament coils, or that the magnetic gradient scale length is an effective objective function in optimization. In this paper, we explore examples in which min(L∇B) is correlated with the minimum coil–surface distance for filament coils. First, we analyze a subset of the single-stage-optimized equilibria from the QUAsi-Symmetric Stellarator Repository dataset (Giuliani et al 2024 J. Plasma Phys. 90 905900303). We find that the majority of configurations have min(L∇B) located near the point of closest coil–surface distance. Second, we optimize quasihelically symmetric equilibria to have improved min(L∇B), and optimize coils via a continuation method. We then traced alpha particles to test confinement. Finally, we compare min(L∇B) to the minimum coil–surface distance with filament coils optimized for a set of finite beta equilibria with random boundary shapes. For all datasets, we find that min(L∇B) is correlated with both the minimum coil–surface and coil–coil distances if sufficient coil length is allowed. Even when there is a trade-off with proxies for confinement, optimizing for improved min(L∇B) can result in better confinement in the presence of coils, up to a point. This is because—when holding coil–coil distance constant—equilibria with lower min(L∇B) have a larger normal field error dominated by coil–ripple causing particle loss. Both can be reduced by increasing coil–surface distance for equilibria with a high min(L∇B).","descriptionType":"Abstract"},{"description":"CITATION: John Kappel et al 2026 Nucl. Fusion 66 066021\u003cbr\u003e\u003cbr\u003ePUBLISHED VERSION DOI: http://doi.org/10.1088/1741-4326/ae69fa\u003cbr\u003e\u003cbr\u003ePSFC REPORT PSFC/JA-26-29\u003cbr\u003e\u003cbr\u003eThis work was supported by the U.S. Department of Energy, Office of Science, Office of Fusion Energy Science, under award number DE-FG02-93ER54197. 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