The Townships of Vize District as per the Avariz Book (Extraordinary Tax Register) Dated 1642
Bibliographic record
Abstract
Tax registers, which were among the important sources of the 15th and 16th centuries, lost their importance in the 17th century as a result of the collapse of the timar system. As avariz tax (extraordinary tax) was turned into annual tax as of the first quarter of the 17th century and tax farming became widespread, avariz books (extraordinary tax registers) came to the forefront. In this study, Kırkkilise, Hayrabolu, Pınarhisar and Havass-ı Mahmud Paşa townships affiliated to Vize district were examined. The populations of centers of those townships, their neighborhood structures, and the populations of the villages affiliated to the above-mentioned townships were examined separately. Furthermore, those people who were members of military and religious classes in the townships of Vize district and the villages of such townships were tabulated.
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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 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 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".