Networks, Politics, and the Literary Public Sphere: The Foundation of Modern Democracy in Taiwan (1970s–1990s)
Bibliographic record
Abstract
This article examines how literature is a networked social space of political repression and resistance, refracting broader contestations over national sovereignty, self-determination, and identity. Politicizing the traditionally apolitical “world of letters” in Habermas’s Structural Transformation of the Public Sphere, this article employs a novel analysis of the influence that the literary public sphere wields over political consciousness. Using the historical case of Taiwan’s literary networks from the 1970s to the 1990s, this article asserts that the literary public sphere produces a rational-critical generalization of knowledge and exposure to dissonant perspectives that invigorates civil society by creating intelligentsia. Through intelligentsia, ideas within the Taiwanese literary public sphere birthed powerful Dangwai parties that instituted democracy, informed their platforms, and ushered in a new wave of political elites. The Taiwanese case demonstrates how civic tasks can predict political tasks with enough force to stimulate a unique postcolonial political consciousness and spark a revolution.
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 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 | 0.001 | 0.000 |
| 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 | 0.001 | 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".