Harmonic analysis, the trace formula and Shimura varieties : proceedings of the Clay Mathematics Institute, 2003 Summer School, the Fields Institute, Toronto, Canada, June 2-27, 2003
Why this work is in the frame
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Bibliographic record
Abstract
An introduction to the trace formula by J. Arthur Introduction to Shimura varieties by J. S. Milne Linear algebraic groups by F. Murnaghan Harmonic analysis on reductive $p$-adic groups and Lie algebras by R. E. Kottwitz Homogeneity for reductive $p$-adic groups: An introduction by S. DeBacker Compactifications and cohomology of modular varieties by M. Goresky Introduction to Shimura varieties with bad reduction of parahoric type by T. J. Haines A statement of the fundamental lemma by T. C. Hales Notes on the generalized Ramanujan conjectures by P. Sarnak.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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