"Nadie es Profeta en su Tierra":<i>Community, Civil Society, and Intervening Institutions in Rural Chile</i>
Bibliographic record
Abstract
In this article we examine community level civil society in Chiloe, Chile. We look at the interface between community and the wider systemic environment in the community development process. Issues such as the paradox of community solidarity, culture of dependence, obstacles to grass-roots participation, and leadership are examined in the community context. These issues are set in relief against a systemic environment comprised of traditional municipal politics and modernist ‘intervening’ agencies of the state. We refer to the case of one organization, ProRural, to examine the successes and failures of an interventionist strategy in Chiloe. Our central argument is that structural powerlessness, and dependent relations on the state, are reproduced through traditional cultural patterns in small community settings. These obstacles can be overcome through the development of leadership capacity and small project successes which in time stimulate new cultural patterns. The role of intervening organizations in t...
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
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".