ПРОТИПОЖЕЖНА БЕЗПЕКА ЧЕРНІВЦІВ У КІНЦІ XVIII – ПЕРШІЙ ПОЛОВИНІ XIX СТОЛІТТЯ: ЕТАПИ СТАНОВЛЕННЯ ТА АДМІНІСТРАТИВНЕ РЕГУЛЮВАННЯ
Bibliographic record
Abstract
DOI https://doi.org/10.33402/zuz.2025-21-34-41The article explores the process of establishing fire safety in the city of Chernivtsi during the late 18th and the first half of the 19th century, in the context of Bukovina’s incorporation into the Austrian Empire. The author analyzes the legal framework, administrative practices, and social mechanisms of implementing fire safety policy, drawing on materials from the State Archives of Chernivtsi Region (SACR), as well as a range of imperial circulars and localordinances. The study covers both the early attempts at organizing fire safety under Baron Karl von Splény (Imperial Commissioner of Bukovina, 1775–1778) and the comprehensive reform initiatives of Joseph von Enzenberg (Imperial Commissioner of Bukovina, 1778–1786), which laid the foundations of an integrated system of fire regulation, urban redevelopment, and architectural transformation of the city. The focus is placed on a complex of legal provisions regulating construction, the behavior of residents in case of fire, and the participation of the population in firefighting. The article traces in detail the changes in architectural policy: from the gradual prohibition of wooden constructions to the encouragement of building with fire-resistant materials through tax incentives. An analysis is provided of documents concerning the division of Chernivtsi into quarters, the establishment of duties for quarter wardens and night watchmen, as well as the mechanisms of fire signaling and the mobilization of townspeople for firefighting. The study describes social forms of rewards and liabilities, which shaped collective involvement in combating fires.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 0.003 |
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".