The Incomplete Revolution: the development of community work
Bibliographic record
Abstract
ABSTRACT This article surveys the history of community development in the local health and social service centres (commonly referred to as CLSCs) in the Province of Quebec. These developments are tied to three major steps in the evolution of policy as set out in a series of published reports. The development of the philosophy and mandate of the CLSCs is discussed and placed within the larger historical context of the 1980s as fiscal conservatism impacted on their operation and especially as it affected their community development role. The impact of these developments on the practice of community intervention work is presented in a case study, drawn from the author's experience as a participant observer in one urban CLSC. Linkages are made to policy developments as set out in the reports. The article concludes with an examination of current directions in community development policy and practice and makes some recommendations to strengthen these developments. Historical and Cultural Background The Province of Quebec has a unique system of local community-based
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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 | 0.016 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.032 | 0.069 |
| Scholarly communication | 0.014 | 0.005 |
| Open science | 0.003 | 0.010 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.014 | 0.001 |
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".