The Global and Beyond: Adventures in the Local Historiographies 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
As we strive for a more polyvocal history of science, historians have placed increasing emphasis on local case studies as a way to globalize the field. This tension between the local and the global extends to the practice as well as the content of the history of science, as the field has begun to pay more attention not just to local case studies, but also to local cultures of historiography. Many historians of science want multiple historiographical voices that take seriously the concerns and literatures in different linguistic and national contexts. As more journals urge translation into what are perceived as the dominant languages in "global" humanities discourses and scholars are encouraged to facilitate the Englishing of their historical research, many questions remain: In what ways does it make sense to nationalize or culturally locate individual cultures of the history of science? Is translation a democratic and positive force in the discipline, and/or does it kill local difference? Will it continue to be meaningful to talk about the history of science? A collective dialogue within the field depends on finding a way to take local diversity in historiography and epistemology seriously while translating that local difference into a meaningful common conversation. This essay considers the challenges of embracing multiple ways of knowing that might fall under the purview of the history of science, while wondering what that means for the coherence of the field as we move forward into the next century of work in Isis.
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 | 0.001 | 0.008 |
| 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