The Sovereign Ascendant: Financial Collapse, Status Anxiety, and the Rebirth of the Sovereign Citizen Movement
Bibliographic record
Abstract
As many scholars have noted, periods of economic or social unrest often bring about the growth or resurgence of extremist social movements on both the political left and the right. The 1990s saw the rise of the American militia movement, largely in response to the emergence of international organizations like the North American Free Trade Agreement, the General Agreement on Tariffs and Trade, and an increasingly internationalist American administration. Earlier still, during the agricultural depression of the 1920s, the chaotic social, political, and economic order proved to be fertile ground for the resurgent Ku Klux Klan. In the years immediately following the global financial collapse of 2008, the United States-and to a lesser extent Canada-saw the resurgence of the Sovereign Citizen movement, a puzzling, conspiratorial social, and political philosophy that sought to emancipate its adherents from the tyranny of an oppressive, dictatorial, and increasingly unstable system of corrupt and illegitimate states. This paper examines the origins of the Sovereign Citizen movement and illustrates the ways in which the movement's members deploy a radical concept of citizenship, rooted in conspiratorial thinking and often in direct conflict with the state to help manage status anxiety and uncertainty.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.045 |
| Scholarly communication | 0.008 | 0.007 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".