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
The text of our manifesto will introduce posthumanism to a curriculum studies audience and propose new directions for curriculum theory and educational research more broadly. Following a description of what is variously called the “posthuman condition” or the “posthuman era,” our manifesto outlines the main theoretical features of posthumanism with particular attention to how it challenges or problematizes the nearly ubiquitous assumptions of humanism. In particular, we focus on how posthumanism responds to the history of Western humanism’s justification and encouragement of colonialism, slavery, the objectification of women, the thoughtless slaughter of non-human animals, and ecological devastation. We dwell on the question of how posthumanism may alter our understanding of the claim “education is political,” since humanism has shaped our very notions of “education” and “politics.” After outlining posthumanist discourse generally, and detailing the conceptual challenges it poses for education, we propose a list of possible new avenues for curriculum studies research opened up by posthumanism.
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 | 0.001 | 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 | 0.001 | 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