Critical Relationality: Queer, Indigenous, and Multispecies Belonging Beyond Settler Sex & Nature
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
T his special issue of Imaginations was conceived to document, provoke, theorize, and imagine relations between humans, and between humans and other-than-humans, that go beyond and trouble normative categories of nature, sex, and love. Such categories manifest, for example, in settler-colonial forms of kin, kind, and relating that are hierarchical, anthropocentric, capitalocentric, and hetero-and homonormative. Activists, artists, and scholars have rigorously critiqued family forms legitimated by state-sanctioned marriage and naturalized by neo-Darwinian narratives of belonging centered around biological reproduction and which treat land, women, and children as property, yet such forms remain as relational ideals. The so-called natural is always paramount in settler ideas of appropriate ways to relate, control, and allocate rights and resources that reproduce structural inequities.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.001 | 0.007 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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