‘Bandung and beyond’: Rethinking Afro-Asian connections during the twentieth century
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
As part of the Empires and Cultures Workshop at the Stanford Humanities Center, Stanford University, a two-day conference organized by Christopher J. Lee (Stanford) and David H. Kim (University of San Francisco) was held at the Center under the title ‘Bandung and Beyond: Rethinking Afro-Asian Connections During the Twentieth Century’ on the 14th and 15th May 2005. The Empires and Cultures Workshop is a collective of faculty and graduate students who meet regularly on a bimonthly basis to discuss recently published books and to present working papers in progress. Professors Richard Roberts (Africa) and Joel Beinin (Middle East) of the Department of History at Stanford have been its primary sponsors over the past 10 years. With funding from the Andrew W. Mellon Foundation, a yearly theme organizes the readings and presentations, with...
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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 | 0.000 | 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 | 0.002 | 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 it