Organizing polar science: Canada’s attempt at developing a national Antarctic programme
Bibliographic record
Abstract
As the last Arctic state to accede to the Antarctic Treaty after 27 years of its enforcement, Canada is a major Arctic country that operates as a non-consultative party member outside the decision-making machinery of the Antarctic Treaty System (ATS). Canada has no national polar research organization or a coordinated polar research strategy or polar science policy (unlike most other Arctic states). The absence of these hinders the development of a national Antarctic research programme, let alone a national Arctic research plan. Has the lack of a coordinated Canadian approach to science in the Arctic affected the development of a long-term Canadian Antarctic research programme? While the recently proposed Canadian High Arctic Research Station may be seen as filling the gap of a national Arctic research centre, its mandate, however, is focused on the development of Canada’s Arctic science and technology priorities in which Antarctica does not feature. More than a decade has passed, but a fully fledged Canadian Antarctic Research Program (CARP) has yet to be realized. Antarctica has failed to attract enough interest to warrant federal dollars to support a long-term Canadian research programme in Antarctica. The article traces the origins and development of Canada’s Antarctic interests, and examines how the federal government responded in organizational terms to the political challenges and the scientific opportunities of Antarctica.
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How this classification was reachedexpand
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 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 teacher head, 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".