Bibliographic record
Abstract
В статье предпринимается попытка осмысления феномена семейноцентричного законодательства в современной России. Автор определяет в качестве цели нового вектора развития законодательства (семейного, социального и др.) решение демографических, ментальных и иных проблем современного государства. Формирование семейноцентричного законодательства требует разработки новой Семейной доктрины государства, на основе которой будет создаваться семейное и иное законодательство страны второй четверти XXI века. The article attempts to comprehend the phenomenon of family-centered legislation in modern Russia. The author defines as the goal of a new vector of development of legislation (family, social, etc.) the solution of demographic, mental and other problems of the modern state. The development of family-centric legislation requires the development of a new Family doctrine of the state, on the basis of which the family and other legislation of the country of the second quarter of the XXI century will be formed.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.006 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.033 |
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; both teacher heads agree on what is shown here.
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".