What Is It like to Have a Gender Identity?
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
Abstract By attending to how people speak about their gender, we can find diverse answers to the question of what it is like to have a gender identity. To some, it is little more than having a body whereas others may report it as more attitudinal or dispositional—seemingly contradictory views. In this paper, I seek to reconcile these disparate answers by developing a theory of how individual gender identity comes about. In the simplest possible terms, I propose that gender identity is how we make sense of our gender subjectivity, the totality of our gendered experiences of ourselves. Gender identity is constituted by gender subjectivity, but this constitutive relationship is underdetermined. While gender subjectivity may narrow the range of inhabitable gender identities, it is always compatible with more than one. To arrive at a gender identity, we arrange gender subjectivity like building materials. My theory helps us understand how different people offer seemingly incompatible accounts of their gender identity without questioning their authenticity or validity. They simply arrange similar building materials differently.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.026 | 0.010 |
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