«Лингвистический ландшафт как результат пространственно-временной и социокультурной динамики»: отчет о работе XIV всероссийской школы-семинара молодых лексикологов, лексикографов и лингвогеографов
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
Данная статья представляет собой научный отчет о работе XIV Всероссийской школы-семинара молодых лексикологов, лексикографов и лингвогеографов, состоявшегося в ноябре 2023 г. Отмечены доклады выступающих, проблемы, затронутые в обсуждениях и дискуссиях, представлена общая проблематика, интересующая молодых исследователей. This article is a scientific report on the XIV All-Russian school-seminar of young lexicologists, lexicographers and linguogeographers held in November 2023. The speakers' papers, the problems raised in the discussions and debates are highlighted, the general issues of interest to young researchers are presented.
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.
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) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.023 | 0.015 |
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