Global Knowledge on the Move: Itineraries, Amerindian Narratives, and Deep Histories of Science
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
Since Bruno Latour's discussion of a Sakhalin island map used by La Pérouse as part of a global network of "immutable mobiles," the commensurability of European and non-European knowledge has become an important issue for historians of science. But recent studies have challenged these dichotomous categories as reductive and inadequate for understanding the fluid nature of identities, their relational origins, and their historically constituted character. Itineraries of knowledge transfer, traced in the wake of objects and individuals, offer a powerful heuristic alternative, bypassing artificial epistemological divides and avoiding the limited scale of national or monolingual frames. Approaches that place undue emphasis either on the omnipotence of the imperial center or the centrality of the colonial periphery see only half the picture. Instead, practices of knowledge collection, codification, elaboration, and dissemination--in European, indigenous, and mixed or hybrid contexts--can be better understood by following their moveable parts, with a keen sensitivity toward non-normative epistemologies and more profound temporal frameworks.
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 | 0.000 | 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 | 0.003 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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