Global to Village| A Dreamland or the Land of Broken Dreams: Juxtaposed Conceptions of the Good Life in Heyang
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.
Bibliographic record
Abstract
China’s rural villages, many of which are undergoing a great transformation from their communitarian past toward their fractured present, are significant sites of heightened inequalities unleashed during the reform era. Under the predominance of reproduced mythologies of rustic ideal, alternative conceptions of the good life derived from rural China remain largely disguised, marginalized and under studied. Following the ritual view of communication, this article examines the emergence, coexistence, and interplays of four distinctive conceptions of the good life in Heyang Village, a rural frontier that epitomizes the intensifying commodification of the countryside. By situating these juxtaposed conceptions within the transforming social relations of rural China, it is trying to unveil the hidden power struggles in the past and present countryside and to manifest the complexities of contemporary Chinese rural issues. In the end, this article concludes with a reflection on the conceptual significance of “the good life” for critical communication scholarship.
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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 it