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Record W568767230 · doi:10.1201/9781003071235

Bisexualities and AIDS: International Perspectives

2020· book· en· W568767230 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typebook
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Bisexual men in Britain, Mary Boulton and Ray Fitzpatrick bisexuality and HIV/AIDS in Canada, Ted Myers and Dan Allman not gay, not bisexual, but polymorphously sexually active - male bisexuality and AIDS in Australia, June Crawford et al bisexuality and AIDS - results from French quantitative studies, Antione Messiah bisexuality and HIV/AIDS in Mexico, Ana Luisa Liguori et al bisexual communities and culture in Costa Rica, Jacobo Shifter et al AIDS and the enigma of bisexuality in the Domincan Republic, E. Antonio de Moya and Rafael Garcia male bisexuality in Peru and the prevention of AIDS, Carlos F. Caceres bisexuality and HIV/AIDS in Brazil, Richard G. Parker under the blanket - bisexualities and AIDS in India, Shivananda Khan and Peter Aggleton male homosexual behviour and HIV-related risk in China, Suiming Pan and Peter Aggleton the homosexual xontext of heterosexual practice in Papua New Guinea, Carol L. Jenkins silahis - looking for the missing Filipino bisexual male, Michael L. Tan.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.599
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.026
GPT teacher head0.319
Teacher spread0.292 · 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.

Study designNot applicable
Domainnot available
GenreOther

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

Citations79
Published2020
Admission routes1
Has abstractyes

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Same topicSex work and related issuesFrench-language works237,207