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Record W7053618073

What is the role of Public Participation in Planning Development Applications for Infill and Intensification: Evidence from Cambridge, Kitchener and Waterloo, Ontario

2023· article· en· W7053618073 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2023
Typearticle
Languageen
FieldEngineering
TopicLaser Design and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsInfillPublic participationLand-use planningUrban planningLand useCitizen journalismPublic policyPublic landProcess (computing)
DOInot available

Abstract

fetched live from OpenAlex

The Ontario Planning Act makes public participation a requirement for most municipal planning decision. The intent of the legislated public process is to create a transparent public participatory process. However, the potential impact of the public participation is limited for certain types of applications as approvals are dependent on existing municipal planning policy and provincial direction. The province directs a large portion of new growth be accommodated through infill and intensification. Local municipalities apply the provincial direction in policies, plans, guidelines and regulations which encourage infill and intensification through land use permissions. Planning documents recognize that infill development protects agricultural and environmental land and results in more efficient use of land and infrastructure in proximity to services, amenities and transit.Many residential infill and intensification proposals require planning applications to change the land use of the existing property or allow higher density development. A consequence of these applications, even if limited in scale, may be public concerns or objections. The Ontario Planning Act requires a public process to get input on an application. Municipalities often go beyond the minimum legislated requirements in an attempt to respond to, and address, public concerns.This research paper reviews smaller scale infill development in the three cities within the Region of Waterloo to assess if public participation results in changes to development to accommodate or mitigate public concerns. As the policy framework and planning direction encourage infill and intensification, this research examines if the public consultation has value and is worth the effort.The paper concludes that although there may be some impact on the approved development with reductions in density or mitigation measures the outcome in all cases was approval. Therefore, in proposals of limited scale where the policy framework is in place to support such development, public participation should focus on informing the public of the proposal, informing the public about policies that have been established at the different governmental levels and focusing on comments relating to the site design in order to mitigate immediate neighbour issues. Public consultation is worth the effort if the intent is to make a development proposal more compatible and inform the public of the planning framework. It is not worth the effort if the intent is to change the form of the development or refuse any development. The goal of the consultation needs to be clear upfront and staff need to provide effective communication of the planning framework so that the expectations of participants are aligned.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.511

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.138
GPT teacher head0.307
Teacher spread0.169 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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