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 The need for gender recognition is widespread, even when hypervisibility and other effects of trans antagonism make that need dangerous for trans people. This reason partially accounts for why, in trans critique, recognition is a dirty word. As a political aim, and to some extent as a moral norm, trans critiques encourage dropping recognition. On the other hand, social philosophers often view recognition as a solution to misrecognition and take recognition to be a remedy for injustice. In my view, recognition should neither be dropped nor held as a foundational norm for trans emancipation. First, I present three ways trans recognition is ambivalent. Second, evaluating Axel Honneth's observations about the entwinement of recognition and domination, I argue that recognition is an ambivalent norm for trans critique and struggle. Third, I propose studying trans recognitive practices (rather than recognition in abstract) and I illuminate what might set trans/t4t recognition acts apart from their cis-grounded analogues, centering the roles of the body and space/place as resources of trans/t4t recognitive practices, and how such practices focus on the subject's change and becoming over their identification.
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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