The freedom to farm in an urban environment: a constitutional review of Saskatoon's prohibition on urban micro-livestocking
Bibliographic record
Abstract
This work considers the legal impediments to farming in an urban environment with a particular focus on the municipal bylaws that prohibit the keeping of hens in Saskatoon. The jurisdictional competency of Saskatoon to prohibit the keeping of urban hens is challenged under both municipal law and constitutional law, and more broadly, under the general premise that liberty interests should often prevail where a bylaw is arbitrary, misinformed, and restricts the pursuit of truth and human flourishing. Saskatoon’s urban hen prohibition is argued to be premised more on a form of moral reasoning that unnecessarily distinguishes between rural and urban environments, and less, if at all, on empirical evidence. Urban agriculture is often undertaken to address the environmental and social shortfalls of the global food system, such as the system’s connection with climate change, animal welfare issues, and challenges associated with the distribution of food. Moreover, urban agriculture is a means of protecting the rights of producers and consumers, as articulated by the food sovereignty movement. In this work, a claimant’s desire to advance food rights (including food sovereignty) through the keeping of urban hens is argued to engage the guarantee to freedom of expression and freedom of conscience under Canada’s Charter of Rights and Freedoms. This work explores the possibility of protecting the manifestation of social and environmental action through the guarantee to freedom of conscience. This work develops a cursory test for determining where a claimant’s guarantee to freedom of conscience is violated, drawing on the well established protection of freedom of expression and freedom of religion.
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 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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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".