Celebratory Image of the 1000-Year-Old City in the Newspaper «Vechernyaya Kazan’» (From the Late 1990s to the First Half of the 2000s)
Bibliographic record
Abstract
This article explores how «Vechernyaya Kazan’» (‘Evening Kazan’), a socio-political newspaper specializing in urban affairs, shaped the celebratory image of Kazan for its 1000th anniversary by publishing a variety of multi-genre materials in the late 1990s–early 2000s. For the first time, the vital and informative role of «Vechernyaya Kazan’» in documenting the city’s transformation in anticipation of the celebration held on August 24th–30th, 2005 is shown. The newspaper did not only cover the changes in the urban landscape–their scenarios, progress, and results, but also was actively engaged itself in these events, emphasizing to the general public the importance of both the city’s anniversary and the preparations involved. In addition to spotlighting the official commemorative sites, «Vechernyaya Kazan’» showcased numerous public initiatives and efforts aimed to make the city more comfortable. Particular attention is paid to the newspaper’s interactive features, which contributed significantly to its success.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".