Bibliographic record
Abstract
Editor's Note: The essay that follows is based on a conference paper by Dilip K. Basu that has long circulated informally, in the process exercising an unusually high degree of influence for an unpublished commentary. Most notably, some ideas embedded in it have been spread via literary scholar Lydia Liu's engagement with and quoting of the paper inThe Clash of Empires: The Invention of China in Modern World Making(Liu 2006), a provocative and much-cited book that calls for a radical rethinking of some of the standard terms and concepts used in the past to refer to the Qing Empire's ties to and conflicts with other political and territorial units. Those familiar with Liu's work will find here an essay that complements some arguments in her book; those who have not read it will be introduced to those ideas for the first time. Beyond this, though, all readers will find a discussion of various ideas and events—visions of China's place in the world, how the story of the Opium War is thought about in different settings, the history of Sinology—shaped by personal as well as scholarly concerns. The essay's ties to the author's life and associations, which come into play more as the essay proceeds, make it a good fit with the goals of our recently introduced and still evolving “Reflections” genre. In addition, since it revisits critically ideas about China associated with the work of John K. Fairbank, it can be placed well beside some of the essays published in the “Legacies” series launched by Kenneth George, in his time as editor of the journal. And regular attendees of the Association for Asian Studies annual meetings may notice that much that follows resonates with the keynote address by Amitav Ghosh, one of those familiar with Basu's essay in draft form, when that conference was held in Toronto in 2012. The pages that follow are tightly focused on China, but Basu's discussion of “xenology” (a term for the ways that cultures think about those deemed “others,” which has, of course, the same root as the more familiar term “xenophobia”) clearly has implications for widely varied times and places, just as the handling of Fairbank's distinctive role in Chinese studies may bring to mind parallels to the influence that other prominent Western academics from the last century once shaped and via their legacies can continue to shape academic work on other parts of Asia. While focused tightly on China, in other words, it has much to offer readers whose primary interest is not in that country.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.011 | 0.015 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.003 | 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".