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Record W4311681004 · doi:10.22215/etd/2022-15215

Russia’s “Foreign Agents” Legislation: The Case of “International Memorial”

2022· dissertation· en· W4311681004 on OpenAlexaff
Mikhail Spekter

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldSocial Sciences
TopicPolitical Theology and Sovereignty
Canadian institutionsCarleton University
Fundersnot available
KeywordsLegislationPrinciple of legalityPolitical scienceState (computer science)LawForeign policyAuthoritarianismPoliticsLaw and economicsInternational lawDemocracySociology

Abstract

fetched live from OpenAlex

The thesis will analyze the "foreign agents" legislation adopted in the Russian Federation.The analysis will be carried out at the intersection of political and legal realms.The thesis will aim to posit the laws within the theoretical framework of "authoritarian legality" and the "dual state" system introduced by Schmitt and Fraenkel, simultaneously exploring the law's instrumental role in contemporary Russia.The thesis's legal part will explore existing regulations and the legal repercussions of the "foreign agent" designation.It will also be aimed at comparing the "foreign agents" legislation's provisions with its United States counterpart and the newly adopted domestic legislation of 2022.The thesis's empirical part will focus on the covert consequences of the "foreign agent" designation and the "survival strategies" adopted by designated persons to maintain their functioning.Specific attention will be paid to the "International Memorial" case as an overtly politicized example of the legislation's usage.Zselyke Csaky, "Nations in Transit 2021.The Antidemocratic Turn," Freedom House, April 28, 2021, https://freedomhouse.org/sites/default/files/2021-04/NIT_2021_final_042321.pdf.12 Nick Robinson, "Foreign Agents" in an Interconnected World: FARA and the Weaponization of Transparency," Duke Law Journal 69, no. 1 (2020): 1086.13 Maria Tysiachniouk et al., "Civil Society under the Law 'On Foreign Agents': NGO Strategies and Network Transformation," Europe-Asia Studies 70, no. 4 (2018): 619.14 Geir Flikke, "Resurgent authoritarianism: the case of Russia's new NGO legislation," Post-Soviet Affairs 32, no. 2 (2016): 125.15 Irina Rukina and Anna Anfimova, "Protivodejstvie destruktivnomu vozdejstviyu antigosudarstvennoj deyatel'nosti inostrannyh agentov," Obshcherossijskaya obshchestvennaya organizaciya "Rossijskaya akademiya estestvennyh nauk," accessed March 30, 2022, https://raen.info/upload/000/files/project/47_68-2/12.pdf.16 Sergey Elishev, "Specsluzhby inostrannyh gosudarstv, mezhdunarodnye organizacii i SMI, podderzhivaemye imi, kak sub"ekty manipulyativnogo vozdejstviya na molodezh," Vestnik Moskovskogo Universiteta 24, no

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.083

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0140.007
Scholarly communication0.0070.003
Open science0.0010.005
Research integrity0.0070.007
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.032
GPT teacher head0.366
Teacher spread0.333 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations0
Published2022
Admission routes1
Has abstractyes

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