Bibliographic record
Abstract
This article draws on Gramsci’s theory of passive revolution to explore the second tenure of Japanese Prime Minister Abe Shinzō from 2012 to 2020. It sees the high degree of political stability that Abe achieved as a contrast to the preceding two decades of Japanese politics and asks what accounts for Abe’s success in restoring Liberal Democratic Party’s (LDP) dominance in an era of enduring economic and social crisis. The article argues that Abe executed a strategy of passive revolution that incorporated two “faces”: an “outward” face oriented around consent and an “inward” face rooted in coercion. The former involved economic policies (in particular “Abenomics”) designed to appear capable of resolving chronic economic stagnation, growing inequality and other social and economic problems, restoring popular support for the LDP without undermining conditions for capital accumulation or empowering subaltern classes. In contrast, the latter involved various low-profile security and administrative policies that enabled the Abe government to dramatically increase its power while silencing or disarming potential rivals and critics. The article sees this two-sided strategy of passive revolution as effective in restoring LDP dominance but unlikely to prove the basis for a more expansive hegemony or a resolution to Japan’s organic crisis.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".