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Record W2274773060 · doi:10.14288/1.0073804

Gender identity and in/fertility

2013· article· en· W2274773060 on OpenAlexaboutno aff
Michelle Walks

Bibliographic record

VenuecIRcle (University of British Columbia) · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Labor, and Family Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsFertilityIdentity (music)Gender studiesPolitical scienceSociologyDemographyPopulationArt

Abstract

fetched live from OpenAlex

Pregnancy is considered a feminine experience in mainstream Canadian culture. Babies identified as female at birth are expected to grow up to become feminine heterosexual mothers. This research considers the desires, choices, and experiences of individuals who were identified as female at birth, but who do not identify as feminine heterosexual women; this dissertation focuses on the reproductive desires, choices, and experiences of butch lesbians, transmen, and genderqueer individuals in British Columbia. Three methods and two distinct populations formed this research. Participant observation was conducted in 21 cities across southern BC. Questionnaires were completed by 28 health care professionals (HCPs), and by 46 butch lesbian, transmen, and genderqueer (BTQ) individuals. Face-to-face interviews were conducted with 10 HCPs, 8 BTQ individuals who had experienced at least one successful pregnancy, and 4 BTQ individuals who had either experienced or been diagnosed with a condition linked to infertility. What I found, is that for many BTQ individuals, reproduction associated with the female body (ie: pregnancy and breastfeeding) is not exclusively considered a feminine desire or experience. In fact, what I discovered is that BTQ individuals who experience pregnancy and breastfeeding explicitly challenge the cultural fetish associating femininity with reproduction (including pregnancy, breastfeeding, mothering, and fertility). Thus, I highlight not only the typically ignored desire and achievement of pregnancy of BTQ individuals, but also how BTQ individuals have experienced breastfeeding, how some BTQ parents raise queerlings, and how some BTQ individuals have negotiated diagnoses and experiences of infertility. Overall, I highlight the unique and various expectations and experiences that butch lesbians, transmen, and genderqueer individuals have regarding their ‘female’ (and potential) biological reproduction. In the end, I hope that by presenting the diverse reproductive experiences, desires, and choices of BTQ individuals, that I can foster more of an understanding of these experiences, desires, choices, and individuals, and thus challenge the cultural fetish that links femininity with ‘female’-associated reproduction. Moreover, I offer recommendations for health care professionals in an effort to foster more understanding in BTQ health care, as well as help to facilitate more queer competent health care professionals.

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)0.001
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.343
Threshold uncertainty score0.683

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.008
Scholarly communication0.0040.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.017
GPT teacher head0.213
Teacher spread0.196 · 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

Citations3
Published2013
Admission routes1
Has abstractyes

Explore more

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