Posthuman Potentials: Considering Collaborative Indigenous Archaeology
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 essay argues for the diversity and promise of posthuman approaches in archaeology by dispelling blanket critiques, by differentiating between distinct lines of post-anthropocentric thought and by pointing to parallels between Posthumanism and collaborative Indigenous archaeologies. It begins by arguing that symmetrical archaeology is but one part of the diverse body of thought labelled ‘posthuman’. Next, it explores broader posthuman engagements with political issues relevant for collaborative Indigenous archaeologies, particularly concerns regarding under-represented groups in the field. Finally, it identifies flat ontologies as key components of posthuman approaches, clarifying what this term means for different lines of post-anthropocentric thought and briefly considering how the concept of flatness compares with Indigenous metaphysics.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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