Dow launches new partnership with Ducks Unlimited.
Bibliographic record
Abstract
Dow has announced a new, multi-year partnership with Ducks Unlimited, a leading conservation organization, to positively impact water and nature ecosystems throughout North America. Their work together will aim to restore habitat and enhance biodiversity through impactful planning and innovative solutions, the company said. Funding for this partnership was provided through the Dow Company Foundation, the philanthropic arm of Dow that works to promote social change and address global challenges through charitable contributions aligned to building thriving communities and equitable access to science, technology, engineering and math education, skilled trades and a more sustainable future for all. The partnership will focus on restoration effort of key acreage in the Shiawassee National Wildlife Refuge, one of Michigan's largest managed wetland complexes located at the confluence of Tittabawassee, Shiawassee, Cass and Flint Rivers; Saginaw Bay through a coastal marsh restoration effort known as the Bayshore Birds Project that will help filter nutrients and sediment from the surrounding agricultural landscape; and the Prairie Pothole Region of Alberta, Canada, the primary breeding area for North American waterfowl and other grassland-dependent birds.
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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 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.006 | 0.002 |
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; both teacher heads agree on what is shown here.
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".