Bibliographic record
Abstract
This article focuses on the need for business education that is relevant to Aboriginal youth and senior leaders. It describes Ch'nook, an organization that provides support for post-secondary Aboriginal business education across three generations of participants. First, senior Aboriginal leaders and entrepreneurs who need business training (Aboriginal Management Certificate Program); second, post-secondary students enrolled in British Columbia (and soon Canada) by providing them with scholarships, bursaries, mentoring and internship opportunities (Indigenous Business Education Network/Ch'nook Scholars); and, third, it promotes business as a viable career option for Aboriginal high school students (Ch'nook Cousins). Ch'nook's efforts led to the signing of the British Columbia Indigenous Business Education Accord with the province's twenty-five colleges and universities and it has a cooperative agreement with four British Columbia universities. Ch'nook supports Aboriginal students in part by supplementing their studies with a strong Aboriginal perspective and context, which is often missing from their home institution's business programs. Working with community, business, and academic partners, Ch'nook promotes business as a viable career choice for Aboriginal participants and supports them in graduating from management and business education studies.
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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 | 0.001 | 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 | 0.001 |
| Open science | 0.000 | 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".