The search for the Jew's gene : science, spectacle, and the ethnic other
Bibliographic record
Abstract
This paper considers the collision of spectacle, science, and racial-ethnic \nidentifications in the contemporary scientific search for a "Jewish gene." It aims \nnot so much to distinguish the "line between ‘real’ and ‘fabled’ aspects of the \nJew" (as cited in the passage by Gilman above), but to consider the \ninextricability of both as composite elements, mutually constituting \n"difference" as racial-ethnic identification. Thus I am concerned with the specular economies of science as well as the knowledge capital of its mediatisation as they come together, troubled, over the Jew’s body. The essay takes as its case study the National Geographic (NOVA/PBS) television documentary, The Sons of Abraham, a film that follows the progress of anthropologist Tudor Parfitt through the Lemba communities of South Africa in a quest to obtain genetic evidence in order to authenticate (or falsify) their claims to Jewish identity.
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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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.015 | 0.051 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".