Bibliographic record
Abstract
Geoscience is a global discipline, and geoscientists are typically world travellers who recognize the need for effective international collaboration. Canadian geoscientists, in particular, have a long history of active participation in international geoscience organizations and efforts. A notable example is the Association of Geoscientists for International Development (AGID), which was founded in Canada in 1974. Canadians are credited in establishing AGID, and have been prominent throughout its history. Other examples include the International Geological Congress, the International Union of Geological Sciences, and the International Geoscience Program (IGCP). The global nature of geoscience is demonstrated in research, the mineral and petroleum industries, and natural hazards prediction and mitigation. In spite of this global awareness within the geosciences, the importance of geoscience to the well-being of Earth and its inhabitants is not widely appreciated. International efforts to address this issue include activities such as the International Year of Planet Earth, but more must be done by granting agencies, societies such as the Geological Association of Canada, and individual geoscientists. SUMMAIRE Comme le mot l'indique, les disciplines des geosciences ont une portee planetaire, et les geologues sont generalement de grands voyageurs qui sont conscient de la necessite d'une collaboration internationale efficace. Les geoscientifiques canadiens en particulier sont reconnus pour leur tradition de participation active et leurs efforts au sein d'organismes geoscientifiques internationaux. Fondee au Canada en 1974, l'Association of Geoscientists for International Development (AGID), en est un exemple remarquable. Ce sont les Canadiens qui ont fonde l'AGID et qui y ont tenu des roles de premier plan depuis. L'International Geological Congress, l'International Union of Geological Sciences, et l'International Geoscience Program (IGCP) en sont d'autres exemples. On trouvera des indices de la nature planetaire des geosciences dans la portee de ses projets recherches, la structure organisationnelle des industries minerales et petrolieres, ainsi que dans les programmes planetaires de prevision et d'attenuation des risques naturels. En depit du fort niveau de conscientisation qui existe au sein de la communaute geoscientifique, l'importance des geosciences sur le bien-etre des habitants de la planete n'est pas tres connu. L'Annee internationale de la planete, est un des exemples d'activites qui vise a rehausser cette conscientisation; mais on doit faire plus, en soutenant financierement des initiatives en ce sens de geoscientifiques et d'organismes et societes comme l'Association geologique du Canada.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 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 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".