Exploring the Gaps between Meanings and Practices of Gender Equity in a Sport Organization
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.
Bibliographic record
Abstract
This article analyses the explanations organizational members used to make sense of the meanings and practices of gender equity. Studying gender equity as an organizational value provided a way of understanding how gender inequity is perpetuated and embedded in the culture of an organization. This study was informed by post‐structuralist feminist theory as it provided a lens for understanding and critiquing the local meanings and production of gendered knowledge, and encouraged discussion of transforming meanings and practices. This study was situated in a Canadian university athletic department in which gender equity was an espoused organizational value, but gender inequities were evident. Data were collected from in‐depth interviews with administrators, coaches and athletes, observations of practices and competitions, and the analysis of relevant documents. These data were coded and categorized using Atlas.ti. Respondents' explanations for the gap between what was espoused and what was enacted centred on two dominant, but contradictory, themes: a denial of gender inequities and a rationalization of gender inequities. These themes suggested respondents often understood inequities as expected, natural, or normal.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it