Semiotic Discourse of the Socio-Political Sphere of the Modern Russian Society: Challenges of Multimodality
Bibliographic record
Abstract
The article discusses the semiotic discourse of the socio-political sphere of modern Russian society. The modern challenges of multimodality of the socio-political sphere of modern Russian society are analyzed, taking into account the interdisciplinarity of meaningful sign and symbolic constructions. The semiotic discourse of the socio-political sphere is a certain type of interdisciplinary analytical research of socio-political communication aimed at interpreting the process of creating semantic meaning as social and political practice. Multi- in the term “multimodality” implies the fact that there are a number of modes available for reproduction by all members of a social or political community. The semiotic approach to the socio-political sphere of Russian society is utilized to accomplish this study. Furthermore, Studies of the concept of discourse, as well as the specifics of the use of this concept and the development of discourse analysis as a method in the socio-political scientific field, are taken into account to achieve the purpose of the study.
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 | 0.001 | 0.001 |
| 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 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".