Residues of Empire: the Paradigmatic Meaning of Jewish Trans-territorial Experience for an Integrated European History
Bibliographic record
Abstract
Let me open the historical inquiry on the paradigmatic meaning of the Jewish experience for an integrated European history by taking a somewhat indirect approach to the subject. The indirect approach relates to a more current view on the European project proper. It appears to be widely accepted that the European Union is smoothly continuing its predisposed way of accelerated integration. With common institutions, a unified currency, further enlargement into the realm of East-Central Europe, an anticipated constitution and even a joint foreign as well as a prospective security policy, Europe is becoming — as some would like to see it — a new and emerging superpower. Everything seems to be feasible, except the answering of one quite essential question: where are Europe’s borders? Who will ultimately belong to the European Union and who will not? Who will be further admitted and who will not? Will its boundaries be of an institutional, political, cultural or of a geographical nature? Is, or shall Europe be by and large a Christian commonwealth, although evidently and obviously fundamentally secularized? These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.033 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".