All Dressed Up with Nowhere to Go: The Discourse of Ecological Modernization in Alberta, Canada*
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.
Bibliographic record
Abstract
Nous passons en revue la politique intégrée de gestion des ressources de l'Alberta pour mettre en lumière la compétence du gouvernement provincial pour refaçonner de manière discursive la relation entre un développement des ressources naturelles et une protection de l'environnement pour conserver sa légitimité tout en évitant une restructuration institutionnelle. Cette étude montre que la « modernisation écologique » consiste en deux volets indépendents qui ne conduisent pas nécessairement au même résultat final. Alors que des cas de réforme écologique peuvent exister, la « modernisation ecologique » decrit aussi un discours dominant qui peut faire dévier la critique en étant suffisamment ambigu pour que des écarts entre une politique énoncée et une mise en application soient difficiles à tracer. We review Alberta's integrated resource management policy to highlight the provincial government's ability to discursively reframe the relationship between natural resource development and environmental protection to maintain legitimacy while avoiding institutional restructuring. This study indicates that Ecological Modernization consists of two independent features that do not necessarily lead to the same end point. While instances of ecological reform may exist, Ecological Modernization also describes a dominant discourse that can deflect criticism, while at the same time is sufficiently ambiguous that gaps between stated policy and implementation are difficult to trace.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it