Food Fish, Commercial Fish, and Fish to Support a Moderate Livelihood: Characterizing Aboriginal and Treaty Rights to Canadian Fisheries
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The Aboriginal peoples of Canada stand in a different legal relationship to the fisheries than non-Aboriginal Canadians. They do so by virtue of a long history with the fisheries that precedes non-Aboriginal settlement in North America, and because of the constitutional entrenchment of Aboriginal and treaty rights in Canadian law. This article describes the characterizations of Aboriginal and treaty rights to fish in Canadian law and discusses what it means for rights characterized in terms of food fishing, commercial fishing, and fishing to support a moderate livelihood, to receive constitutional protection. The article then problematizes these characterizations and suggests that the simplest and broadest characterization, that is, of a right to fish without restriction as to purpose or use of fish, best coincides with the goals of effective management and fair distribution. Keywords: Fisheries, Indigenous people, Aboriginal and treaty rights, Canada. Citation: Arctic Review on Law and Politics, vol. 1, 1/2010 p. 82–107. ISSN 1891-6252
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.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 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) | 0.000 | 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 it