Banach algebras and their applications : Sixteenth International Conference on Banach Algebras, University of Alberta in Edmonton, Canada, July 27-August 9, 2003
Bibliographic record
Abstract
Fourier algebras on tensor hypergroups by M. Amini and A. Medghalchi Amenability and compact type for Hopf-von Neumann algebras from the homological point of view by O. Yu. Aristov Some uncertainty principles on nilpotent Lie groups by A. Baklouti, N. B. Salah, and K. Smaoui Are operator algebras Banach algebras? by D. P. Blecher Jordan Banach algebras in harmonic analysis by C.-H. Chu Zero-one and zero-two laws for the behavior of semigroups near the origin by J. Esterle Compact homomorphisms between Dales-Davie algebras by J. F. Feinstein and H. Kamowitz Completely bounded multipliers and ideals in $A(G)$ vanishing on closed subgroups by B. Forrest The simplicial cohomology of $L^1(\mathbf{R}^k_+)$ by F. Gourdeau, Z. A. Lykova, and M. C. White Shift-invariant algebras on groups by S. A. Grigoryan and T. V. Tonev Self-induced Banach algebras by N. Gronbaek Some aspects of topological homology since 1995: a survey by A. Ya. Helemskii Fourier algebras and amenability by E. Kaniuth and A. T.-M. Lau Refinement equations and generalized multiresolution analyses for hypergroups by W. C. Lang Almost periodic sequences with respect to orthogonal polynomials by R. Lasser $K$-theory for Banach *-algebras by N. J. Laustsen Separation property, Mautner phenomenon, and neutral subgroups by V. Losert Using entire functions to analyse power growth by J. Mashreghi and T. Ransford Another automatic boundedness technique by M. Mathieu Bornological versus topological analysis in metrizable spaces by R. Meyer Banach algebras, local spectral theory, and extensions of operators by T. L. Miller, V. G. Miller, and M. M. Neumann Banach algebras of $p$-multiplier operators for the circle group by W. J. Ricker Projections in $L^1$-algebras and tight frames by E. R. Schulz and K. F. Taylor Classes of Banach algebras of global dimension infinity by Yu. V. Selivanov Representations of multiplier algebras in spaces of completely bounded maps by N. Spronk.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.088 | 0.019 |
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 source (direct Gemma or distilled Codex), 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".