ECONOMICS OF THE “CRITICAL USE” OF METHYL BROMIDE UNDER THE MONTREAL PROTOCOL
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
We analyze the economics of granting temporary exceptions to the phaseout of methyl bromide (MeBr) under the Montreal Protocol on Substances that Deplete the Ozone Layer. The protocol allows such exceptions based on technical or economic “feasibility” through a critical use exemption (CUE) process. Data compiled under the protocol make it possible to set forth criteria for the exceptions based on estimation of the benefits of compliance in terms of “willingness to pay” to abate the externality, as well as costs to the users creating the externality. We estimate a political willingness to pay and show that market and supply effects would reduce losses to MeBr users below estimates of such losses provided in CUE nominations. This suggests that the phaseout of MeBr can proceed with considerably fewer CUEs than requested by the parties. (JEL Q1 , Q2 , Q3 , H8 )
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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