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Cycles of Sameness and Difference in LGBT Social Movements

2016· article· en· W1943240870 on OpenAlexaff
Amin Ghaziani, Verta Taylor, Amy L. Stone

Bibliographic record

VenueAnnual Review of Sociology · 2016
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsLesbianScholarshipMainstreamQueerTransgenderGender studiesSocial movementSociologyFeminismIdentity (music)Political sciencePoliticsLawAesthetics

Abstract

fetched live from OpenAlex

Research on lesbian, gay, bisexual, and transgender (LGBT) movements has accelerated in recent years. We take stock of this literature with a focus on the United States. Our review adopts a historical approach, surveying findings on three protest cycles: gay liberation and lesbian feminism, queer activism, and marriage equality. Existing scholarship focuses primarily on oscillations of the movement's collective identity between emphasizing similarities to the heterosexual mainstream and celebrating differences. We contrast earlier movement cycles mobilized around difference with efforts to legalize same-sex marriage. Our review highlights the turning points that led to shifts in protest cycles, and we trace the consequences for movement outcomes. Scholarship will advance if researchers recognize the path-dependent nature of social movements and that sameness and difference are not oppositional, static, or discrete choices. We conclude by recommending directions for future research.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.329
Threshold uncertainty score0.294

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.042
GPT teacher head0.422
Teacher spread0.379 · 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.

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

Citations114
Published2016
Admission routes1
Has abstractyes

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