What the Baucus Plan Reveals About Tax Competition
Why this work is in the frame
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Bibliographic record
Abstract
Conventional wisdom explains tax competition as an external constraint on lawmaking that can only be curbed through multinational cooperative efforts to eliminate beggar-thy-neighbor tax policies. But the international tax reform plan recently introduced by Senator Baucus squarely confronts this conventional wisdom and reveals some very disturbing observations about tax competition: that it is as much a supply-side as a demand-side problem (luring strategies require a supply of otherwise tax-favored capital), that governments have always had the power to counter this problem, and that accordingly, political will is the reason why tax competition has become the overwhelming force that it is today. The Baucus plan demonstrates that the US has been a major force in creating the conditions for global tax competition and implies that the US could, should it chose to, act unilaterally to put a stop to the practice.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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