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Record W4220899123 · doi:10.25071/1913-9632.39636

Agents Provocateurs: State Infiltration in BlacKkKlansman and the Greensboro Massacre

2022· article· en· W4220899123 on OpenAlexvenueno aff
Benjamin Schmack

Bibliographic record

VenueLeft History An Interdisciplinary Journal of Historical Inquiry and Debate · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicGun Ownership and Violence Research
Canadian institutionsnot available
FundersCollege of Engineering, Michigan State University
KeywordsLeft-wing politicsNationalismCommunismHEROSociologyState (computer science)NazismCriticismLawPolitical scienceGender studiesPoliticsLiteratureArt

Abstract

fetched live from OpenAlex

In 2018, director Boots Riley posted a short, but scathing critique of the film BlacKkKlansman to his Twitter. His criticism emanates mostly from the film’s portrayal of the real-life police detective Ron Stallworth as a hero and its numerous omissions regarding Stallworth’s infiltration of Leftist groups. Much of Riley’s commentary focuses on the film’s failure to account for the police as a foundational aspect of everyday white supremacy, but his essay also speak to the consistent use of white nationalist forces by the State to suppress Leftist and Black radical activism. This paper uses both the film and memoir BlacKkKlansman, as well as Riley’s critique, to frame an analysis of the Klan as a synergistic form of State, white nationalist, and anticommunist repression against a broad spectrum of Leftist activism. Beyond Stallworth, I focus on the Greensboro Massacre of 1979, in which Klansmen and Neo-Nazis murdered five Communist Worker’s Party organizers. The events in Greensboro prove a far more representative example of the true nature of police infiltration of radical groups than those presented in BlacKkKlansman. I argue that despite the popular belief that the Klan and Communist groups constitute the disavowed fringes of American society, the State has routinely provided a space for the Klan’s existence while it has simultaneously persecuted, villainized, and criminalized American Communists and Black radicals. This is borne out by the fact that there has rarely, if ever, been a point where the violence of the Klan has not been favored by law enforcement and government officials over the activism of the Klan’s radical adversaries.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.142
Threshold uncertainty score0.282

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0190.013
Scholarly communication0.0070.003
Open science0.0010.004
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0070.001

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 head0.079
GPT teacher head0.367
Teacher spread0.288 · 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 designNot applicable
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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