Bibliographic record
Abstract
Let $\Waff$ be an extended affine Weyl group, $\HH$ be its Hecke algebra over the ring $\Z[\bq, \bq^{-1}]$ with standard basis $\{T_w\}_{w\in\Waff}$, and $J$ be Lusztig's asymptotic Hecke algebra, viewed as a based ring with basis $\{t_w\}_{w\in\Waff}$. This thesis studies the algebra $J$ from several perspectives, proves theorems about various incarnations of $J$, and provides tools to be applied for future work. We prove three types of results. In the second and third chapters, we investigate $J$ as a subalgebra of the $(\bq^{-1})$-adic completion of $\HH$ via Lusztig's map $\phi$. In the second chapter, we use Harish-Chandra's Plancherel formula for $p$-adic groups to show that the coefficient of $T_x$ in $t_w$ is a rational function of $\bq$, depending only on the two-sided cell containing $w$, with no poles outside of a finite set of roots of unity that depends only on $\Waff$. In type $\tilde{A}_n$ and type $\tilde{C}_2$, we show that the denominators all divide a power of the Poincar\'{e} polynomial of the finite Weyl group. As an application, we conjecture that these denominators encode more detailed information about the failure of the Kazhdan-Lusztig classification of $\HH$-modules at roots of the Poincar\'{e} polynomial than is currently known. In the third chapter, we reprove the results of the second chapter without using any tools from harmonic analysis in the special case $\G=\SL_2$. In this case we also prove a positivity property for the coefficients of $T_x$ in $t_w$, that we conjecture holds in general. We also produce explicit formulas for the action of $J$ on the Iwahori invariants $\mathcal{S}^I$ of the Schwartz space of the basic affine space. In the fourth chapter, we give a triangulated monoidal category of coherent sheaves whose Grothendieck group surjects onto $J_0\subset J$, the based ring of the lowest two sided cell of $\Waff$, equipped with a monoidal functor from the category of coherent sheaves on the derived Steinberg variety. We show that this partial categorification acts on natural coherent categorifications of $\mathcal{S}^I$. In low rank cases, we construct complexes lifting the basis elements $t_w$ of $J_0$ and their structure constants.
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How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.023 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".