Critical engagements with “ <i>Climate Change as Class War”</i> —proletarian ecology, environmental provision, and the welfare of children as a public good
Bibliographic record
Abstract
Matt Huber offers a powerful materialist class-based account of the notion of the interplay of nature and human life as the struggle of “proletarian ecology.” This formulation has led me to think about D.W. Winnicott’s idea of infant development and “environmental provision” in class-based terms. Winnicott’s ideas of environmental provision seem well suited to Huber’s work on environmental policy and governance. Issues of environmental provision for caretakers and children are increasingly eclipsed in a public policy sphere dominated by the Professional-Managerial Class (PMC) as birthrates for high-income women and families continue to fall and birthrates for the poorest women are almost double those of their higher income counterparts. This paper is part of the SPE Special Theme “Critical Engagements with ‘Climate Change as Class War.’”
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How this classification was reachedexpand
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 | 0.001 | 0.003 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".