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 text explores the intertwined histories of “nature” and “nation” within the Colorado Plateau, exploring their historical origins and contemporary implications. It elucidates how colossal irrigation projects have co-constructed these concepts, entangling property rights with whiteness and perpetuating racial subordination. Drawing from the work of scholars like Cheryl Harris, it illuminates the enmeshment of whiteness and property, generating privilege and power dynamics that shape perceptions of place and identity. Through an examination of property rights, water infrastructures, and architectural media, the essay reveals how whiteness is ingrained in the landscape, perpetuating systemic inequities and ecological injustices. It underscores the need for a critical reorientation away from whiteness and property rights, advocating for Indigenous-led stewardship and alternative narratives that prioritize inclusivity and storytelling. The essay also reflects on the broader implications of these issues, highlighting their global resonance and the urgent imperative to dismantle systems of oppression embedded within them. Ultimately, it calls for a transformative shift towards decolonization and equity to ensure the sustainable future of the Colorado Plateau and beyond, recognizing the deep entanglements of property rights with climate crisis.
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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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