Comparative globalizations: building and dismantling genetic laboratories in Lebanon
Bibliographic record
Abstract
This paper examines two moments in the globalization of human genetics, focusing on the American University of Beirut as a site of interaction between American, European and Middle Eastern scientific actors and research subjects. In the interwar period, the establishment of clinical laboratories at AUB's medical school enabled the development of an informal large-scale programme to study human heredity through anthropometry and sero-anthropology. AUB's Middle Eastern students were trained in these techniques, and research results were disseminated locally in Arabic as well as in international scientific journals. In the post-war period, new technologies transformed human genetics into an internationally coordinated science with specialized laboratories. However, an attempt to establish such a lab at AUB during the 1960s ended in failure: the Anthropological Blood Grouping Laboratory functioned for only four years before closing. The American and British personalities who promoted the ABGL in Lebanon aimed to collect blood samples from across the region without committing to long-term relationships with local scientists and research subjects. As an 'outpost' for Western scientists, the ABGL embodied the neo-colonial structure of post-war human population genetics, both in its unfulfilled aspirations to serve metropolitan research agendas and in its marginalization of Middle Eastern scientists.
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How this classification was reachedexpand
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 | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".