Confucian or Communist, Post‐Mao or Postmodern? Exploring the Narrative Identity Resources of Shanghai's Post‐80s Generation
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
Thirty years after the post‐Mao reforms, twenty years after the Tiananmen Square demonstrations, the next generation of “comrades” is emerging in China. They are called the Balinghou, or the “Post‐80s” generation, referring to the cohort born between 1980 and 1989. This article is taken from a broader study on the narrative resources that Shanghai's Post‐80s young adults call on to construct their identities, given the historical situation in which they live. Symbolic interactionism is useful for studying identity construction processes across cultural contexts, particularly in China where interactionist concepts have seen limited application to date. The discussion also explores the theoretical implications of structural elements that significantly alter the resources available for identity construction, such as the One Child Policy.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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