Fiduciary Responsibility and the Green Energy Act, 2009 (Ontario, Canada)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Analyses of the Green Energy Act (2009) have stated that the act had numerous shortcomings concerning the environmental impacts of the energy projects initiated within its purview. This account addresses the core points of divergence in the policy's creation that are responsible for the problematic effects. The crux of these problems comes from the ambiguity of the concept of green energy within the act due to its lack of a formal definition. The reasons for this anomaly originate from the Legislative Assembly of Ontario's address on the topic and their decision to let it remain ambiguous. This stance raises questions of whether they are fulfilling their fiduciary duties to an acceptable level. Although these questions of duty and obligation are both delicate and necessary when talking about projects that involve Canada's indigenous peoples, it is not limited to them due to the scope of the effects. Ultimately, although the policy was repealed in January 2019, there are many lessons that can be learned from the missteps of the Act.
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.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it