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
Rather than being a form of explicitly commodified reproduction, informal surrogacy is practiced (and interpreted) in a working-class community in Beijing as part of local affective life, viewed in terms of gifting, favors, filial piety, and family concerns. Through this practice a particular form of biopower, articulated in affective terms, limits some women to serving as instruments of reproduction. Unlike the common western assumption of a physical body as separate from the experiencing subject, the Chinese body has a subjective, experiential dimension. This subjective body harbors an agency with the potential to transform the power exercised on it and to impact the circumstances of the surrogate’s life. I contextualize such agency in the analysis of the ambivalence of these women toward surrogacy and the violence of local kinship systems. Through analyzing how surrogates use their bodies to transform codes, forces and reform the self, the article suggests that informal surrogacy interacts and shapes local affective and political economies.
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) | 0.000 | 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