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Record W2337711865

Transformations in Water Governance: An Examination of the Lake Simcoe Watershed

2013· dissertation· en· W2337711865 on OpenAlexaboutno aff
Seanna Davidson

Bibliographic record

VenueUWSpace (University of Waterloo) · 2013
Typedissertation
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsnot available
Fundersnot available
KeywordsWatershedCorporate governanceWater resource managementHydrology (agriculture)Environmental scienceBusinessGeologyComputer scienceGeotechnical engineering
DOInot available

Abstract

fetched live from OpenAlex

Individuals, communities, non-government organizations and governments are in constant pursuit of intelligent responses to the complex socio-environmental challenges they encounter. The capacity to respond effectively to these contemporary challenges is deeply dependent on the presence of effective governance processes. Governance scholarship has typically been limited to individual elements such as frameworks (hierarchical or market or network), tools (e.g., regulation) or actors (e.g., government). The goal of this thesis is to characterize and explain transformations in water governance in order to offer insight into how more effective governance processes can be created. Transformations in governance speak to the dynamic nature of governing, and highlight the consistent push and pull between, and amongst, the various components at play. Components include actors, formal and informal structures, and the social, economic and environmental contexts in which governance is embedded. Critically each of these components also exists and has influence at multiple levels, adding to the complex and dynamic nature of governance. This research argues that the core elements (frameworks, tools, actors) should be examined individually, as well as collectively, and within context of the various components in order to obtain a holistic perspective on governance process. This holistic perspective is necessary if we are to garner a true understanding of how governance is ultimately designed, contested and transformed. \nThe research focuses on a large-scale water governance case in southern Ontario that is governed by its own provincial legislation – the first of its kind in Canada. The research examines governance frameworks as situated within the broader architecture, tools, and actor dynamics in the Lake Simcoe watershed and how they evolved over a 30-year period. Interviews, archival research, surveys and social network analyses were utilized in a mixed methods approach. The first governance element examined in this thesis is the architecture of the entire system over the 30 year time period. Rather than conduct a narrow analysis of an individual governance framework in a select period of time, the research takes a high level perspective to identify the transitions between governance frameworks, and the social, economic, and environmental tensions and drivers that initiated change. Particular value is offered by the use of social network analysis to visually identify the structure and statistically evaluate the governance framework at multiple phases in the research period. The second element of governance, tools, is then assessed. Specifically, the utility of a watershed boundary for water governance is examined. The thesis argues that the watershed boundary has value, but should be applied in limited and focus ways, and greater attention should be given to governance processes that transcend the watershed boundary. The final element examined is actors. Early in the thesis, focus is given to the role of government, but in the final section particular attention is given to the role of non-government actors. The research describes how the role and activities of non-government actors has advanced beyond late 20th century approaches, where recent trends display more innovative and entrepreneurial characteristics. \nThe research offers nine important insights for theory and practice in water governance. (1) Governance processes have the potential to be flexible, adaptive and responsive. (2) A reduced presence of government does not always hold back processes of governance. (3) Existing tools can be re-imagined for new processes. (4) Non-government actors have agency (5) Give attention to individual knowledge and capacity through a distributed governance approach (6) Give attention to time and the building of scientific knowledge (7) Give attention to need for effectively facilitated processes (8) Give attention to emerging opportunity (9) Permits space for creative destruction. Collectively, the findings from this research further develop scholarship on the individual elements of governance, as well as speak to the transformations in water governance as a whole.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.214
Threshold uncertainty score0.430

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0060.008
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.005
GPT teacher head0.160
Teacher spread0.156 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2013
Admission routes1
Has abstractyes

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