Ativismo alimentar urbano como luta pela soberania alimentar no oeste do canadá de 2014 a 2018: Urban food activism as struggle for food sovereignty in western canada from 2014 to 2018
Bibliographic record
Abstract
In recent years, in addition to becoming a reference in the struggles of peasant movements in the Southern Hemisphere – central feature of its ‘first generation’ – food sovereignty (FS) has also been incorporated into the urban contexts of the Northern Hemisphere, which marks its ‘second generation’. Recognizing that there is still a gap in studies addressing this process in the Canadian context, this paper aims to discuss the ‘second generation’ of FS in two cities of Western Canada: Vancouver, in British Columbia and Calgary, in Alberta. For this analysis, we use qualitative exploratory methodologies to understand how FS can take place in urban contexts in Canada through the practices of urban food activists. Among the main results, we find that in the urban context of the Canadian West, FS can be understood through a broad perspective, relating to the various stages of agri-food systems.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.012 | 0.005 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".