Broads with rods: the social world of female fly anglers
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
Bourdieu’s theory of habitus was used to determine if a comprehensive identity exists amongst female fly anglers. Past research has emphasised a need to address ‘doing gender’ and ‘gender performativity’ in sport and recreation to understand ideology surrounding male superiority and the marginalisation of women. Fly fishing is a traditional male-dominated and masculine sport, where women are slowly emerging as prominent figures. Fly fishing presents a setting to then understand the performance of gender and the influence of social norms. A snowball sample of female fly anglers (n = 63) was obtained from an online survey, which was administered between December 2015 and January 2016. Descriptive statistical analysis of a structured closed-category online survey was used to determine if a distinct symmetry and set of practices exist in defining the identity of female fly anglers. Results indicate that a separate habitus is emerging for these women built around adventure, being in nature, identity, freedom, lack of guilt, commitment, empowerment, independence, anti-control and anti-domination, and the maintenance of stereotypical feminine characteristics through participation in this activity.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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