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Record W4413062073 · doi:10.1080/14681811.2025.2528762

‘A one-day stand’: exploring how Canadian guest educators’ sense-make time in sexual health education

2025· article· en· W4413062073 on OpenAlex
Kathleen A. Hare

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSex Education · 2025
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversity Canada West
Fundersnot available
KeywordsPsychologyReproductive healthHuman sexualitySex educationSexual orientationHealth educationPedagogySocial psychologySociologyGender studiesDevelopmental psychologyPublic healthMedicineNursing

Abstract

fetched live from OpenAlex

In this paper, I discuss how guest sexual health educators assess, value, and use of time in sexual health education. Drawing on a subset of findings from a larger sensory ethnographic study conducted in British Columbia, Canada, I explore guest educators’ sense-making of what is and can be included in K-12 sexual health education – and what must be cast aside – given the time and other constraints of public education. I contribute two fine-grained, embodied narratives that highlight how guest sexual health educators’ classroom practices are guided by a sense of impermanence and imminentness. Discussing key moments within the narratives when guest sex educators troubled, or were troubled by, time, I explore how these moments open up possibilities for rethinking rigid, time-driven teaching practices that often reflect judgements about the need for sexual health education to be controlled, consistent and palatable.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.499
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.058
GPT teacher head0.383
Teacher spread0.325 · 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