Ecology, Community and Food <i>Sovereignty</i> : What's in a Word?
Bibliographic record
Abstract
‘Food sovereignty’ plays an increasingly important political role as a focus for grassroots agri-food organisations, such as La Via Campesina, in their attempts to contest the social injustices, health impacts and ecological damage resulting from the increasing global dominance of corporate/industrial agriculture. While not seeking to detract from the successes of such movements, there remain ethical, political and ecological concerns about just how the ‘sovereignty’ in food sovereignty is to be interpreted and what, if any, its relation to previous histories, definitions and applications of political sovereignty might be. Sovereignty's role, for example, in settler colonialism and environmental destruction is rarely addressed in the food sovereignty literature, with advocates focusing instead on its definitional malleability and contemporary political utility. Yet critical appropriations of Schmitt's infamous definition of sovereignty help to specify its colonial, anti-political and anti-ecological modus operandi, and make clear certain dangers inherent in uncritically adopting the term.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.045 |
| Scholarly communication | 0.010 | 0.011 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".