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
On 10 August 2023, representatives of the Inuvialuit Regional Corporation and the governments of the Northwest Territories, Yukon, and Canada signed the Western Arctic–Tariuq (Offshore) Accord.1 The Accord establishes a system for the shared management and regulation of offshore petroleum resources north of the Arctic Circle, west of Nunavut to the limit of Canada’s jurisdic tion in the Beaufort Sea and Arctic Ocean and the equitable sharing of benefits. Upon the consent of all Parties, implementing legislation will be introduced to establish the Accord and will, among other things, amend or replace relevant federal legislation. The Accord is a step towards Canada’s implementation of the United Nations Declaration on the Rights of Indigenous Peoples.2 It is also part of a quest for meaningful participation dating back to the initial activities concerning oil and gas in the region that fuelled negotiations leading to the Inuvialuit Final Agreement. This contribution situates the Accord in the context of these developments to illuminate its potential significance.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| 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 | 0.001 |
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