<i>Complexities of gender and sex</i>
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 editorial reflects on the controversy at the American Anthropological Association and the Canadian Anthropology Society's conference, where a session on the fixity of biological sex was cancelled. Retracing developments from Simone de Beauvoir's foundational ideas to the theories of second‐wave feminism it emphasizes how the gender concept was posed as a dynamic cultural construct. rather than a fixed biological fate, then shows that biological sex is also more complex than earlier characterizations of it as given, fixed, and immutable. Underscoring the complexities of academic debate and inclusivity, the piece highlights anthropologists’ work in revealing gender diversity and spotlights the role of young LGBTQI researchers in reshaping our concepts of sex and gender, which have moved from fixed binaries to a more fluid understanding in contemporary thought. The editorial concludes with a call for an integrated, non‐dichotomous approach to (cultural) gender and (biological) sex, a nuanced understanding that recognizes their interplay.
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 | 0.000 | 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 | 0.000 | 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