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 special issue brings reproduction into a critical mobilities framework. We extend scholarship in cross-border reproductive care and medical mobilities into new theoretical and empirical directions. Reproductive mobilities articulates the mutual constitution of reproduction and mobilities. Human (and nonhuman) movement not only shapes reproduction but produces reproductive imaginaries, desires, futures, trajectories, as well as the subjectivities and ‘becoming-ness’ of diverse reproductive subjects. Through the lens of reproduction, we examine how contemporary mobilities—and immobilities—intersect with gendered, racialized, sexually expressive, nation-inscribed, fertile, infertile, young, aging, pregnant, surrogate, and/or otherwise non/reproductive bodies and persons. Can human reproduction be analyzed without noticing all things mobile and immobile that converge to construct reproductive (and non-reproductive) desires and practices? Can mobility and immobility be considered without thought to how worlds and worlding comes about? Mobility facilitates reproduction, and new possibilities for reproduction; reproduction is mobile at scales from the molecular to the transnational. This effort to bring the fields of reproduction and mobilities into dialogue does not introduce a new sub-field but rather creates the opening for a trajectory of empirical work and theoretical ideas that invigorates mobilities with newfound attention on the matter and becoming-ness of reproduction.
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 | 0.002 |
| 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) | 0.000 | 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