ENDOGENOUS CONSUMER PARTICIPATION AND THE RECYCLING PROBLEM*
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 endogenise the extent of consumer participation in the recycling process, and analyse its effect on the ‘recycling problem’. When recycling requires consumers to undertake costly sorting activities to separate scrap from household waste, they will participate only if the net reward from sorting is positive. Consumers' sorting cost is subject to a network effect arising due to social norms. With heterogeneous consumers differing in terms of their sorting cost, the entire output of the recyclable product may not be subsequently available as scrap to the recycling firms. This increases the virgin producer's monopoly power, and may also lead to multiple equilibria if the network effect of sorting is sufficiently large. The latter result suggests a role for the government in influencing equilibrium selection to improve social welfare. Depending on the fraction of consumers that participate in recycling, increased societal pressure on consumers to recycle may decrease consumer participation and increase the virgin producer's market power.
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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