Bibliographic record
Abstract
Abstract This chapter examines the role of the Yanukovych government, the Maidan opposition, Russia, and the West in Euromaidan in Ukraine in 2013–2014. The analysis focuses on the mass protests and key cases of violence before the Maidan massacre. The chapter is based on the analysis of various sources, such as online live streams and TV broadcasts, videos, interviews, court decisions, media reports, and public opinion polls. The evidence demonstrates that Euromaidan combined elements of mass protests, a political revolution, a coup, and the US-led regime change, and that the Yanukovych government was overthrown as result of the Maidan massacre, assassination attempts, and the US-led regime change. It suggests that the key cases of violence during Euromaidan were staged or orchestrated with involvement of the Maidan opposition, in particular, the far right. Public opinion polls show that public opinion concerning Euromaidan in Ukraine was split and regionally divided.
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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".