Is implicit cooperation reasonable for the economy? Corporate environmentalism under Kantian behavior
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 investigate the effects on the market when firms adopt Kantian behavior, inherently fostering implicit cooperation in the context of corporate environmentalism. We focus on oligopolistic firms’ environmental technology investments and compare investment levels under the Kantian equilibrium with those under the Nash equilibrium and socially optimal levels. When firms are concerned about the environmental impact of others, their environmental investment under the Kantian equilibrium exceeds that under the Nash equilibrium. Furthermore, Nash equilibrium investment is consistently below the social optimum, while Kantian equilibrium investment can either match or approach the socially optimal level. The Kantian equilibrium investment may exceed the socially optimal level if a firm have substantial environmental concerns.
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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 | 0.001 | 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) | 0.000 | 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