The Policy of Memory as the Tool of a Sustainable Development of Multi-Ethnic Community: the Experience of the Republic of Tatarstan
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The urgency of the problem under investigation is caused by the scientific and theoretical value and praxiological significance of studying and understanding the positive experience of a multi-ethnic region, associated with sustainable development based on the regulation of interethnic and interconfessional relations. The article aims at defining the place and the role of a large-scale museumification of sacral mnemonic places and the accented scientific and educational activity in the system of a regional policy of the heritage in the conditions of formation of a new political device and cardinal changes in the system of spiritual values in Russia between the late XIX and the early XX centuries. The leading approach used in the research is a systemic and functional method, realized in the
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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 | 0.008 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it