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Record W7162691292 · doi:10.59236/emro.v24i8a7836

Once A Fury

2022· article· W7162691292 on OpenAlexaff
Jarvis Sparks

Bibliographic record

VenueEducational Media Reviews Online · 2022
Typearticle
Language
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsLangara College
Fundersnot available
KeywordsLesbianPoliticsFilm directorContext (archaeology)NarrativePolitical activism

Abstract

fetched live from OpenAlex

Distributed by Good DocsProduced by Jacqueline RhodesDirected by Jacqueline Rhodes2020, Streaming, 83 mins This documentary explores the history, politics, and inter-personal relationships of the lesbian feminist collective group the Furies, active during the early 1970s. Through interviews with ten of the twelve original collective members (including award-winning feminist author Rita Mae Brown), as well as archival material and writing, this film traces the history of the collective from formation to its conclusion shortly afterwards. Topics such as the political background of the collective and its members, as well as the major political ideas of the collective – such a lesbian separatism, political lesbianism, and its context within the women’s liberation movement more widely are all covered in detail. The film provides a helpful understanding of the impact of the The Furies publication, both during the time the collective existed and after the dissolution of the collective. However, the greater target of the film is the membership themselves - their passions, conflicts, and relationships with each other. The film is a unique insight into the dynamics of the group and intensity of living in the Furies collective as an experience for its members. The focus on the member interviews without a strong supporting structure to pull out the themes and events being discussed creates challenges in holding viewer attention. The strengths of this film are firmly in the in-depth, specialized research the filmmaker has undertaken, rather than the narrative or technical aspects of the film. Because of the detailed nature of Once a Fury, it would be most appropriate for viewers interested in a specific study of The Furies as a feminist collective, rather than a more general exploration of lesbian feminism. Awards:2022 Lavender Rhetorics Award for Best Queer Research (nontraditional), Conference on College Composition & Communication; Best Documentary, Los Angeles Motion Picture Festival, Silver Award; Best Documentary, Madrid Art Film Festival; Best Documentary, Paris Independent Film Festival; Best LGBTQ Feature, Beyond the Curve International Film Festival; Best LGBTQ Feature, Los Angeles Motion Picture Festival, Gold Award; Best LGBTQ Feature, Queen City Film Festival

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.467
Threshold uncertainty score0.760

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0040.001
Scholarly communication0.0040.003
Open science0.0010.004
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.4670.173

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 head0.116
GPT teacher head0.463
Teacher spread0.348 · 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.

Study designNot applicable
Domainnot available
GenreReview

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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