MétaCan
Menu
Back to cohort
Record W1541542141

CO-CONSTRUCTION OF PUBLIC POLICY FOR THE SOCIAL ECONOMY IN CANADA

2012· article· en· W1541542141 on OpenAlex
Paul Chamberlain, Mike Toye, Geneviève Huot, Émilien Gruet

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

VenueHuman Development Resource Network (HDRNet) · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsGrassrootsSocial economySolidarity economyCommunity economic developmentSolidarityPolitical scienceSocial changeConceptualizationEconomyCivil societyEconomic growthPolitical economySociologyEconomicsPolitics
DOInot available

Abstract

fetched live from OpenAlex

The social and solidarity economy in Canada has a long and rich history of practice, although the conceptualization of these activities and the language used to describe them has varied and continues to evolve.
\nThe representation of co-operatives in Canada has been established for more than a century, but non-profits and community groups combining social and economic objectives have only begun formally organizing as a sector in the last 15 years. This is most advanced in the province of Québec, where strong community sector mobilization in the mid-1990s led to the creation of the Chantier de l’économie sociale. In the rest of Canada, grassroots community action combining
\neconomic and social objectives, has tended to identify under the rubric of community economic development, organized under the Canadian CED Network since 1999. More recently, the concepts of social enterprise and social finance have begun to gain currency as well, though the
\nterm “solidarity economy” is rarely used in Canada. 
\nThe last decade has produced significant research and new literature on the social economy in Canada. Public policy is a prominent theme in this work. While the absence of a nationally consistent definition has made precise measurements of the size and scope of the social economy
\ndifficult to establish, it is clear that the social economy is active in all the five theme areas under discussion at FIESS.
\nIn Québec, where the sector is highly organized, an ‘innovation system’ to support the development of the social economy includes several activities that are key to the strategic development of the social economy, including: consultation, representation and promotion; support for the development of collective enterprises; financing; human resource training and development, and partnership research.
\nThe paper presents some of the most notable illustrations of collaborative processes between civil society actors and all three levels of government in the development and implementation of supportive public policies. In Quebec, these include a provincial Summit that represented a breakthrough in civil society’s role in public debate; a government partnership for the administration of co-operative development activities; a provincial conference that laid the groundwork for the co-construction of a government action plan to support the social economy; and a municipal partnership to support the social economy by the City of Montréal. In the rest of Canada, a federal initiative to enhance access to capital, training and research as well as a vehicle for co-construction; a provincial program to create local investment funds; a provincial tax credit to support co-operative development, and various place-based programs and initiatives are
\nprofiled.
\nOn the whole, Québec offers the only example of co-ordinated and systematic strategies to develop the social economy, although the federal social economy initiative offered the potential of this during its short existence. In provinces other than Québec and in other federal initiatives, measures supporting the development of the social economy are targeted to specific sectors and tend to be fragmented. The Government of Canada is generally not as advanced as many European countries in using co-construction to develop social policy, or in supporting the
\nunifying structures needed to facilitate strong and inclusive civil society participation in the process. Where policies have achieved a degree of prominence at the provincial level within Canada, they are often associated with strong civil society movements, as with the federated
\nstructure of the Chantier in Quebec, and the coalition around community economic development in Manitoba.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.419
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.043
GPT teacher head0.305
Teacher spread0.262 · 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