Assessing a Public Health Justification for Reducing Whale Consumption in Northern Canada
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
Introduction At the start of the 21st century, the relationship between humans and cetaceans (whales, dolphins, and porpoises) is uncomfortable at best, and, most likely, in an utter state of disrepair. (1) It has not always been this way. Whaling for both cultural and commercial purposes has an extensive history throughout the world. Since the International Convention for the Regulation of Whaling (ICRW) (2) was created in 1946 with the goal of proper conservation of whale stocks ... mak[ing] possible the orderly development of the whaling industry, (3) both the international community and individual nation states have struggled to achieve sustainability in their whaling practices. In 1986, the International Whaling Commission (IWC), created pursuant to the ICRW with a mandate to keep under review and revise as necessary the measures laid down in the schedule to the Convention which governs the conduct of whaling throughout the world), established a controversial moratorium on commercial whaling. (4) By the time the IWC moratorium was introduced, Canada already had a domestic commercial moratorium in place but had previously withdrawn from the ICRW because of a dispute regarding bowhead whaling in the Arctic. (5) The IWC recognizes two exceptions to the commercial moratorium: (1) the Aboriginal Subsistence exemption which enables indigenous peoples from member nations to hunt for food and fulfill cultural traditions; and (2) the Permit exemption which allows member nations to grant whaling licenses to national research companies (Japan harvests approximately 1,000 whales annually in international waters under the guise of Permit whaling). (6) However, the ICRW lacks jurisdiction to regulate nations who are not party to the convention (like Canada) and, despite purporting to have jurisdiction over all whale species in all whaling waters, custom indicates that the IWC only regulates great species (such as grey whales, humpbacks, and 'right' whales) and will not regulate within a nation state's 200 nautical mile Exclusive Economic Zone (EEZ) as described in Part V of the United Nations Convention on the Law of the Sea (UNCLOS). (7) Recent whaling commentary has focused on Japanese Permit whaling and in response this paper demonstrates that pressing whaling issues in Canada also demand academic and political attention and, perhaps, regulatory reform. The following analysis investigates the public component of the human-cetacean relationship; specifically, whether concerns surrounding the consumption of contaminated cetacean products warrant, international or domestic regulatory reform. Scientific analysis of whale meat for dangerous levels of mercury, persistent organic pollutants (POPs), and other toxins began as an attempt by nongovernmental organizations (ENGOs) to link human and whaling as justification for a complete whaling ban. (8) This proposed link has recently been subjected to rigorous scientific testing in Canada, Japan, and Greenland, confirming cetacean product contamination and advancing the hypothesis that regular or prolonged consumption can be acutely and chronically harmful. (9) Public is the process of mobilizing local, state [provincial and federal], and international resources to solve the major problems affecting communities. (10) Public concerns surrounding food and corresponding regulatory responses to safeguard populations from food-borne illness can be traced as far back as ancient Egyptian and Hebrew society. (11) Concerns regarding whale meat also engage the modern concept of environmental health which comprises the aspects of human health, including quality of life, determined by interactions with physical, chemical, biologic and social factors in the environment, (12) and whale conservation and human are increasingly uttered in the same sentence. …
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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 | 0.003 | 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) | 0.000 | 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