Designing a Ontario Municipal Energy Plan Program in the Town of New Tecumseth
Bibliographic record
Abstract
Energy Plan process which draws on the three components of my Plan of Study:1. Planning theory and practice; 2. Sustainable communities; and, 3. Energy planning theory and practice.Component #1, 'Planning theory and practice' entails an understanding how municipalities set up strategic plans, official plans, master plans, zoning bylaws and other policy documents.Second, this component helped me to understand where and how energy planning policies fit into these traditional planning policies and provisions.This component also showed me how the spatial distribution of land use directly impacts energy systems.Third, I discovered how planning policy is used as a tool to identify energy landscapes in need of improvement, steps towards energy reduction, and different ways production can be explored.The interdisciplinary nature of my research and my project will help creates more unified, sustainable and resilient communities that are supported by the Provincial Policy Statement and Planning Act.Component #2, 'Sustainable Communities', sought to discover how sustainable communities are planned, and built to promote and maintain a lifestyle that is defined by the limitations of its surrounding environment.These limitations are unique to every community.The component was also about discovering how local or regional policies based on quantitative methodology can define the point at which an environmentally sensitive area begins to degrade and lose the ability to recover.These limitations must be respected throughout governing policies.I also sought to understand which policies are most supportive of such plans, as well as what new policies need to be implemented to ensure energy planning strategies are successful.Component #3, 'Energy Planning Theory and Practice' sought to understand the factors defining current energy policies and systems.It also sought to explore how transitions between existing policies and infrastructure, to new policies and implementation frameworks take place.Finally I sought to understand how new sustainable energy policies impact local governments.Each of these three components is imbedded throughout this project's research, methodology, interviews and analysis.The Planning Act and the Provincial Policy Statement incorporates language that guides and strengthens the role of renewable and sustainable energy systems.The provincial government has dictated how policy makers should incorporate these policies into their plans.My project has focused on the provincial government's role in providing incentives, as well as process and policy frameworks, to help guide lower tier governments towards completing plans that result in significant reductions in energy use and greenhouse gas (GHG) emissions.My project has resulted in a report to council outlining how a small lower tier municipality would enter the Ministry of Energy's Municipal Energy Plan Program (MEP).It also includes the associated application to the program.The project as a whole contains the Report to the Town of New Tecumseth's Committee of the Whole, the MEP Program Application, and the Project Reflection Paper.
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.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.030 | 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; 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".