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Record W4321783101 · doi:10.1086/722961

Contributors

2023· article· en· W4321783101 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe China Journal · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicChina's Socioeconomic Reforms and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsChinaPoliticsPolitical sciencePublic administrationCitizenshipSchools of economic thoughtStrategic studiesGovernment (linguistics)General partnershipSociologyMedia studiesManagementLaw

Abstract

fetched live from OpenAlex

Previous article FreeContributorsPDFPDF PLUSFull Text Add to favoritesDownload CitationTrack CitationsPermissionsReprints Share onFacebookTwitterLinked InRedditEmailQR Code SectionsMoreWei Chen (陈玮) is assistant professor at the School of International and Public Affairs, Shanghai Jiao Tong University. Her research interests include comparative political economy, political economy of contemporary China, especially government-business relations in China.Emile Dirks is a postdoctoral fellow at The Citizen Lab at the University of Toronto’s Munk School, University of Toronto. His research on policing and biometric surveillance in China has been published by the Australian Strategic Policy Institute and The Citizen Lab, and he is a frequent contributor to international media on these subjects.Yuefang Duan is a professor of resettlement economics at China Three Gorges University in the School of Economics and Management and the director of the Research Center for Reservoir Resettlement. His research interests mainly focus on involuntary resettlement that is caused by development projects. He has been involved in numerous research projects and published more than 80 papers on Chinese resettlement policies and practice.Diana Fu is an associate professor of political science at the University of Toronto and nonresident fellow at Brookings Institution. Her research portfolio includes civil society, repression, authoritarian citizenship, diaspora activism, and labor politics. She is the author of the award-winning book Mobilizing without the Masses: Control and Contention in China (Cambridge, 2018). She is a member of the Royal Society of Canada’s College.Jiying Jiang (蒋佶颖) is a PhD candidate in the Department of Political Science at the University of California, San Diego. Her research interests include Chinese politics and policymaking, legislative process, and bureaucratic politics. Her dissertation examines the political logic of ambiguity in Chinese national statutes.Shu Keng (耿曙) is a university research fellow at the School of Public Affairs, Zhejiang University. His research interests include comparative political economy, Chinese local governments, and cross-Strait relations. His recent publications include a book, Making Governments Work in China (in Chinese, 2022), a co-edited textbook, Comparative Politics (in Chinese, 2021), and several articles in China Journal, China Quarterly, and Journal of Contemporary China.Sarah Rogers is a senior lecturer in contemporary Chinese studies at the Asia Institute, University of Melbourne. She is a geographer who studies social, political, and environmental change in China. Her research interests include hydropolitics, poverty alleviation, resettlement, agrarian change, and climate adaptation. She is a chief investigator on two Australian Research Council Discovery Projects: one on the technopolitics of China’s South-North Water Transfer project (2017–22) and one on the restructuring of China’s agricultural sector (2018–22).Ju-Han Zoe Wang is a lecturer in environment and development at James Cook University. Her research expertise includes environmental governance, agrarian change, rural development, indigenous knowledge, and migration. She has been conducting research looking at the influence of various environmental, development, and agrarian interventions (e.g., NGO projects, government policy, and commodity markets) on natural resource uses in China.Brooke Wilmsen is a senior lecturer in development studies in the School of Humanities and Social Sciences at La Trobe University, Australia. A former Australia Research Council DECRA holder and current Australian Research Council Discovery Project Chief Investigator on restructuring of China’s agricultural sector (2018–22), her research interests include forced displacement, involuntary resettlement, climate adaptation, social protection, and agrarian change.Siyi Zhang (张思意) is a PhD student at the Department of Sociology, Zhejiang University. Her research interests include personnel management in the public sector and local government behavior in China. She has recently published an article in China Quarterly.Tan Zhao (赵檀) is assistant professor at the School of Public Administration and Policy, Renmin University of China. His research focuses on rural governance in contemporary China. Previous article DetailsFiguresReferencesCited by The China Journal Volume 89January 2023 Published on behalf of the Australian Centre on China in the World at the Australian National University Article DOIhttps://doi.org/10.1086/722961 © 2023 The Australian National University. All rights reserved.PDF download Crossref reports no articles citing this article.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.274
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.298
Teacher spread0.284 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it