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Record W4250263324 · doi:10.4324/9780203760512-11

Breaking through the Chrysalis: Hanh Thi Pham

2014· book-chapter· en· W4250263324 on OpenAlexaboutno aff
Cristy Chung, Aly Kim, Zoon Nguyen, Trinity A. Ordona, Arlene Stein

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicGlobal Maritime and Colonial Histories
Canadian institutionsnot available
Fundersnot available
KeywordsPhysics

Abstract

fetched live from OpenAlex

During the past decade, Asian lesbians began to form cultural, social, and political networks in major cities across the country. In May 1987 the first West Coast Asian/Pacific Lesbian Retreat, “Coming Out and Coming Together,” drew about eighty women, mostly from the San Francisco Bay Area. The following October, a group of sixty Asian lesbians and gay men from across the country formed an Asian contingent at the 1987 March on Washington for Gay Rights in Washington, D.C. This organizing had ripple effects. In 1988, the Asian/Pacific Lesbian Network formed and sponsored the first national retreat in September 1989, bringing together over one hundred forty Asian and Pacific Islander lesbians from the U.S., Canada, and England. That same year, the Asia-based international organization of lesbians, the Asian Lesbian Network, held its first conference in December 1989 in Bangkok, Thailand. Networks of Asian and Pacific Islander lesbians continue to build in North America, Europe, Australia, Asia, and the Pacific Basin.

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)0.000
metaresearch head score (Gemma)0.001
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: none
Teacher disagreement score0.041
Threshold uncertainty score0.136

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.003
Scholarly communication0.0040.005
Open science0.0010.003
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0410.015

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 head0.023
GPT teacher head0.276
Teacher spread0.253 · 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
Published2014
Admission routes1
Has abstractyes

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