The Durability of Carbon Cap‐and‐Trade Policy
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
The surge of A merican states' adoption of policies to mitigate climate change in the late 1990s and 2000s appeared to constitute a first wave of expanding use of market‐based policy tools such as carbon cap‐and‐trade in the absence of binding federal constraints. Instead, a substantial number of states have rescinded earlier policy commitments, as have C anadian provincial partners, while others have remained engaged or even expanded their policies. This article examines the durability of the three regional cap‐and‐trade zones that were established with comparable structure and intent but met very different fates. The analysis of these regional entities places particular emphasis on their political resilience across election cycles, their ability to be flexible and adapt administratively through mid‐course adjustments, and their capacity to build constituency support through benefit‐allocation to offset opposition linked to cost imposition.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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