Bibliographic record
Abstract
We have land.We have plenty of labour.We have capital, both financial and intellectual and we know how to get more.We have a strong desire to create better lives for ourselves.We have a developing institutional infrastructure and capacity.capable of encouraging and supporting the development of our communities in many areas: economy, health, education, social welfare, culture.The decade since the release of the Report of the Royal Commission on Aboriginal Peoples has seen an explosion in the number of small businesses started by Aboriginal peoples.The organizations we created are starting to effect change within our communities: employment rates are up slightly in some areas, household incomes are slowly moving away from being primarily government transfer payments; high school retention and graduation rates have improved.Progress is slow and many still live in poverty and on the margins of society.Many live in substandard houses; Many don't have good access to clean drinking water or reliable sources of energy to heat and light their homes.The relationship between Aboriginal and non-Aboriginal peoples is still problematic on many fronts.There is still much work to be done to improve the material quality of life in this country for many of us.It is easy to focus on the problems.They are real.They affect the lives of many every day.They can be overwhelming.It is the work of each and every one of us to work to solve them; to create the partnerships that are necessary and to effect social change that allow for greater life choices.The recommendations of the Royal Commission on Aboriginal people form a solid basis for moving forward.In moving forward, we must not ignore some of the very real changes that have occurred over the last three decade, some stimulated by the work of the Royal Commission.We, in conjunction with the courts, have shifted the self government debate from being about the right to govern to being about how to govern.The philosophical debate about the right to self government was over with the adoption of the Penner Report in 1985.After its adoption, it was not a question of whether or not we as Aboriginal people had a right to govern themselves but in what form and with what powers.We are now debating details, a debate that will last forever if Canadian experience is any indication.We have been engaged in a debate about powers and jurisdictions, lands and resources over the last 25 years,
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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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".