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
Abstract This article names and examines carbon vitalism, a strain of climate denial centered on the moral recuperation of carbon dioxide—and thus fossil fuels. Drawing on interconnections between CO2, plant life, and human breath, carbon vitalists argue that carbon dioxide is not pollution but the stuff of life itself and thus possesses ethical and ecological standing. This philosophy contains a poetics of denial that is too often overlooked by studies of climate skepticism focusing narrowly on industry funding. Accordingly, this article develops a reparative theory of climate denial, asking what values and relations are gathered together within carbon vitalist speech and how speakers work to sustain these connections. Through close readings of carbon vitalist media and interviews with key figures in its network, the article demonstrates how the body is central to carbon vitalism’s rhetorical and emotional framing of ecological interdependence and epistemological populism. As such, carbon vitalism in effect reenacts long-established feminist appeals to the body (though to decidedly different political purposes). The article concludes by evaluating how the climate movement could both challenge and remobilize these logics, exploring what this corporeal turn in climate denial means for feminist and antiracist theories of environmental justice and the body.
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) | 0.009 | 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