2013 Economic Developer of the Year Award Winners
Bibliographic record
Abstract
Dakota Dunes Hotel development; Dakota Dunes Golf Links expansion for a Club House; Saskatoon Tribal Council Casino Holdings, and; Whitecap Commercial Real Estate development. Darrell is currently a Board Member for the MidSask Community Futures and Regional Economic Development Corporation; the Saskatoon Tribal Council Casino Holdings Corporation; Dakota Dunes Golf Links and Ideas Inc. Darrell believes in preserving a strong sustainable community and works with the Whitecap Dakota First Nation Chief and Council to make Whitecap Dakota First Nation a lead and best practice to achieving economic success. In 2002, Chief and Council sought to establish a new corporate structure that would position the First Nation for future growth and development opportunities, generate wealth and employment, and that would protect the First Nation from any negative consequences should any of the business enterprises not succeed. Cando Economic Developer of the Year Award Winner Aboriginal Private Sector Business Category Erasmus Apparel Erasmus Apparel is an Aboriginal-owned company located in Yellowknife, Northwest Territories that embodies the hard-working and adventurous spirit that makes the north and its residents a most wonderful place.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.220 | 0.133 |
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 source (direct Gemma or distilled Codex), 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".