Surging Biojustice Environmentalism from Below: Hope for Ending the Earth System Emergency?
Bibliographic record
Abstract
Abstract Global environmental politics is at a critical juncture as the Earth System emergency deepens. The core environmental policies and actions of governments, intergovernmental organizations, corporations, and, to a lesser extent, mainstream nongovernmental organizations are visibly failing to deescalate this emergency. In response to these failures, we argue, dispossessed individuals, Indigenous peoples, grassroots activists, and civil society campaigners are joining forces to challenge market-liberal and institutionalist thinking and initiate new ways of organizing political and social life that prioritize biological integrity and social justice: what we describe as “biojustice environmentalism from below.” Global environmental governance, meanwhile, is at a crossroads, becoming increasingly polycentric as biojustice environmentalism surges and as corporations seek to capture governance spaces through multistakeholder initiatives. How surging biojustice environmentalism in a polycentric governance landscape plays out in the coming years, we conclude, will be crucial for humanity’s ability to stem the escalating global environmental 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.
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 | 0.000 | 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 | 0.001 | 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) | 0.002 | 0.003 |
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; both teacher heads agree on what is shown here.
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".