EmboDIYing Disruption: Queer, Feminist and Inclusive Digital Archaeologies
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
Inclusive approaches to archaeology (including queer, feminist, black, indigenous, etc. perspectives) have increasingly intersected with coding, maker, and hacker cultures to develop a uniquely ‘Do-It-Yourself’ style of disruption and activism. Digital technology provides opportunities to challenge conventional representations of people past and present in creative ways, but at what cost? As a critical appraisal of transhumanism and the era of digital scholarship, this article outlines compelling applications in inclusive digital practice but also the pervasive structures of privilege, inequity, inaccessibility, and abuse that are facilitated by open, web-based heritage projects. In particular, it evaluates possible means of creating a balance between individual-focused translational storytelling and public profiles, and the personal and professional risks that accompany these approaches, with efforts to foster, support, and protect traditionally marginalized archaeologists and communities.
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 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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