Church architecture of Vyatka province in the time of Nicholas I
Bibliographic record
Abstract
This publication is part of a comprehensive study addressed to the architectural heritage of the Vyatka province during the reign of Nicholas I. This article highlights the features of temple architecture. Based on the analysis of eleven church projects, the tendencies and trends in the architecture of the Vyatka province of the second quarter and the middle of the 19th century are consistently examined.The study is based on an extensive body of archival sources identified during the work in the Russian State Historical Archive in the period 2019-2022, as well as materials from the periodical press of the 19th - early 20th centuries, photographs and postcards of the early 20th century, published in open sources. The presented archival documents have an undoubted source study potential, primarily for conducting fundamental scientific research in the field of art history, as they present the features of the artistic process in the architecture of the province.The materials are scattered, but they allow creating a complete picture of the evolution of the architecture of the Vyatka province in the first half of the 19th century. Thanks to the introduction of the mentioned documents into scientific circulation, it becomes possible to clarify the actual construction data of some individual objects, stylistic and structural details, the proposed appearance of buildings and evaluate the diversity of the architectural heritage of the Vyatka province. Many documentary materials are introduced into scientific circulation for the first time.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 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".