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The Graying of “Sexual Health”: A Critical Research Agenda

2011· article· en· W1518530598 on OpenAlexaff
Barbara Marshall

Bibliographic record

VenueCanadian Review of Sociology/Revue canadienne de sociologie · 2011
Typearticle
Languageen
FieldPsychology
TopicSexuality, Behavior, and Technology
Canadian institutionsTrent University
Fundersnot available
KeywordsReproductive healthPolitical sciencePsychologySociologyMedicineEnvironmental health

Abstract

fetched live from OpenAlex

Cet article questionne de façon critique le concept de la santé sexuelle dans son évolution par rapport aux personnes âgées. Je m'inspire d'études sociales et culturelles sur le vieillissement, d’études féministes et de sciences et technologies pour établir un programme de recherche qui traite de la santé sexuelle en tant que point articulaire pour une gamme de technologies et de processus qui façonnent la vie sexuelle de milieu et de fin de vie. Un tel programme pourrait permettre d'explorer plus en profondeur les sites et les processus par lesquels les formes de sexualité sont façonnées, les types d'agentivités sexuelles («sexual agency») disponibles aux personnes âgées et la reconstruction contemporaine du parcours de la vie sexuelle.

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)0.049
metaresearch head score (Gemma)0.040
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.049
Threshold uncertainty score0.260

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0490.040
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0070.005
Science and technology studies0.0160.130
Scholarly communication0.0200.038
Open science0.0040.013
Research integrity0.0140.021
Insufficient payload (model declined to judge)0.0060.001

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 head0.399
GPT teacher head0.461
Teacher spread0.062 · 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 designTheoretical or conceptual
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

Citations54
Published2011
Admission routes1
Has abstractyes

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Same venueCanadian Review of Sociology/Revue canadienne de sociologieSame topicSexuality, Behavior, and TechnologyFrench-language works237,207