MétaCan
Menu
Back to cohort
Record W4409469689 · doi:10.15804/ppsy202509

Fake Solidarity? Actions Taken by the Russian Opposition Since the Outbreak of Full-Scale War in Ukraine

2025· article· en· W4409469689 on OpenAlexaff
Paulina Szeląg, Olga Wasiuta

Bibliographic record

VenuePolish Political Science Yearbook · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean and Russian Geopolitical Military Strategies
Canadian institutionsNational Capital Commission
Fundersnot available
KeywordsSolidarityOpposition (politics)Political scienceLawPolitics

Abstract

fetched live from OpenAlex

The article aims to show the actions the Russian nonsystemic opposition took after the full-scale Russian invasion of Ukraine. We prove that the Russian opposition has been deeply divided since that time. It includes various leaders and factions who want to play an essential role in post-Putin Russia. It also presents multiple opinions on Russia’s internal and external policies. On the other hand, since the outbreak of war in Ukraine, the Russian opposition has been more visible both in Eastern and Western Europe. The article is divided into two parts. In the first part, we establish the genesis of the current nonsystemic opposition in Russia and its exile. We also present the most well-known oppositionists in the Russian political scene. In the second part, we analyze the meetings and conferences of the Russian opposition in exile from March 2022 to February 2024. It enables us to find the plans of the Russian opposition for rebuilding a political system in post-Putin Russia. The article is based on desk research, historical methods, and thematic analysis.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.964
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.008
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.018
GPT teacher head0.319
Teacher spread0.300 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venuePolish Political Science YearbookSame topicEuropean and Russian Geopolitical Military StrategiesFrench-language works237,207