Winnipeg’s North End Water Pollution Control Centre into the Red River on Septemb...
Bibliographic record
Abstract
is precious and essential for life on our planet. It is indispensable for satisfying basic human needs and maintaining regional and global ecosystems. In Manitoba, freshwater is vital to sustaining our natural environment, our economy and our quality of life. It is the basis for the Province's fisheries, tourism and agricultural industries and provides abundant recreational opportunities. However, there are signs on the horizon suggesting that our water resources are seriously threatened. This report is a ‘call to action ’ for the City of Winnipeg. It calls upon the City to do its part to improve water quality in the Red and Assiniboine rivers for the benefit of all Manitobans. It also challenges the Province and the City to work together in implementing sound and sustainable water policies and demonstrating their joint commitment to environmental stewardship. This report seeks the development of a comprehensive action plan to raise awareness, promote best water quality management practices and mobilize resources to meet the challenge of protecting and enhancing Manitoba's key waterways. The year 2003 will mark an important milestone for all Manitobans if the City and the Province join together in response to the call for action that is outlined in this report.
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.
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 | 0.000 |
| 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) | 0.001 | 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".