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
By situating Anna Kingsford's vegetarian writings within the paired context of late-Victorian dietetic discourse and modern posthuman philosophy, this article demonstrates both the Victorian association between diet and evolution and the contemporary applications of late-nineteenth-century dietary ethics. Kingsford was a leading scientist, antivivisector, feminist, and mystic who helped shape the Victorian vegetarian movement. Her influential rhetoric emphasized that vegetarianism would nourish interspecies relations and allow Victorians to materialize novel forms of subjectivity, kinship, community, and responsibility appropriate for the post-Darwinian landscape. This article reads her foundational vegetarian treatise, The Perfect Way in Diet (1881), along with her published lectures on vegetarianism through the overlapping lenses of posthumanism and new materialism, illuminating the congruence between Kingsford's call to embody ethics and the contemporary posthuman call to become an ecologically situated self. I argue that by framing vegetarianism as a generative, affirmative kin-making practice, grounded in the shared materiality and interests of humans and nonhumans, Kingsford articulates a posthuman dietary ethics.
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 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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