Egy leánynegyedper és a valkói uradalom a 16. században [A daughter’s quarter trial and the Valkó manor in the 16th century]
Bibliographic record
Abstract
The essay presents and analyzes the public estimation documents stemming from a 16th-century trial within the Bánffy family involving a daughter’s quarter and a section of the Valkó manor in Kraszna County. The documents created during the trial, transcribed in the form of deeds of privileges in 1588, throw a light on the legal system of Transylvania and its characteristics, and the estimation in question in one of the transcribed diplomas can be regarded as significant in terms of estate and agrarian history. The voivode’s representative, sent to execute the trial decisions, and the witnesses of the Várard chapter surveyed the estate part of Ferenc Bánffy in 12 settlements and separated the daughter’s quarter from this. Not every settlement of the Valkó manor visited appears in the estimation, but it lists the landowners of each village, the stone or wooden churches, mills, wells, springs and the forests belonging to the estate.
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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 | 0.000 | 0.001 |
| 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 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".