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Record W7019494763

Government policy towards Community Economic Development in Manitoba

2006· dissertation· en· W7019494763 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMspace (University of Manitoba) · 2006
Typedissertation
Languageen
FieldSocial Sciences
TopicCommunity and Sustainable Development
Canadian institutionsnot available
Fundersnot available
KeywordsGovernment (linguistics)Variety (cybernetics)Order (exchange)Public policyPoliticsSocial policyPolicy analysisCommunity economic development
DOInot available

Abstract

fetched live from OpenAlex

Community Economic Development (CED) is a strategy to revitalise a community's economic, social and cultural dimensions. It is meant to help ailing communities heal and grow through a process of community-directed analysis, planning and project implementation. Because CED is a non-market response to social and economic problems, it necessarily depends on financial and institutional support from the government. CED's success hinges on the amount and type of support received from the three levels of government. It is important, therefore to undertake a detailed analysis of government policy towards CED in order to determine if it is properly formed and directed. The literature review at the beginning of the thesis provides a theoretical background for CED, including a working definition, the political economy of CED and some ideas on the economic theory of CED. The literature review is followed by an examination of 40 years of government policy towards CED. The government has been involved in CED in Manitoba for the past 50 years. The considerable archival material that documents this relationship is examined. This analysis will trace the evolution of government policy up to the present. Both successful and not-so-successful programs will be analysed. The results of semi-structured interviews with a variety of key informants will reveal how government policy has significantly impacted CED and will offer recommendations for its improvement.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.324
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.020
GPT teacher head0.242
Teacher spread0.222 · 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