Schur functions over polyhedral lattice-point models: Contrasts in determinacy criteria for ((λ1λ2)⊢n) vs. ((λ1λ2,…,λm≤(n/2))⊢n) partite SU(m)×Sn↓G group embeddings: SU(m)×S8↓D4 spin symmetry of [H11B]\documentclass{article}\pagestyle{empty}\begin{document}$_{8}^{2-}$\end{document}
Bibliographic record
Abstract
Earlier (λ1=λ1λ2)⊢n bipartite modeling of n-fold nuclear spin (½) permutational (CNP), or NMR, systems provided an exclusive “algebraic geometric” demonstration of Cayley's criterion for mathematical determinacy of natural group embeddings. Other wider determinacy criteria are examined here, based on a comparison of (a) algorithmic 𝒮n combinatorial encodings with (b) projective decompositions on “restricted (subgroup) space(s),” these being derived from m≥3 SU(m)×𝒮n↓𝒢 embeddings, involving (λ=(λ1λ2λ3,…,λm))⊢n 𝒮n irreps (of, e.g., [2H]n, [11B]n(𝒮n) spin ensembles of \documentclass{article}\pagestyle{empty}\begin{document}$[\mathrm{H}\mathrm{B}]_{8}^{2-}$\end{document}). Here, Cayley's criterion (CC) alone is no longer a sufficient requirement to ensure determinacy. Completeness of the distinct 1:1 bijective {[λ]→Γ(𝒮n↓𝒢)} group subduction maps is shown to be a reliable general criterion [Eur-Phys. J., B11, 177 (1999)]. It corresponds (for non-ℐ, 𝒜n subductions) to the retention of propagated (overall) self-associacy (SA), onto the mathematical field of subgroups, a well-know attribute of Yamanouchi (group) chains (YC) [Chem. Phys., 238, 245 (1998)]. In [Physica, A210, 435 (1994); A227, 314 (1996); J. Math. Chem., 21, 373; 24, 133 (1998)] we utilized regular polyhedral lattice-point (PLP) models [i.e., as m-distinct color (labels) taken over a set of n-fold PLPs] to depict (λ1λ2,…,λm)⊢n Schur functions (SFs) on restricted space maps [as (b) above]. On comparing such results with the algorithmic discrete mathematics of Kostka coefficients over the 𝒮n-encoded irreps of (a) above, a fuller picture of group embedding appears. Here, {SU(m)×𝒮8↓𝒟4: m≤4} embeddings are examined for a solvated eightfold 11B-borohydride, noting Sullivan–Siddall's [(λ1,…,λm≡n)⊢n)]-partite determinacy limit [J. Math. Phys., 33, 1642 (1992)]. Naturally, the recent role in quantum spin physics of the 𝒮n group and of combinatorics (via group actions) draws on Biedenharn and Louck's (Bielefeld) views on dual groups over permutational spin space [see: Lect. Notes Chem., 12 (1979)], on symbolic computing [Kohnert et al., J. Symb. Comput., 14, 195 (1993); on SYMMETRICA library], as well as on the above SFs-on-PLP models for restricted space mappings. © 2000 John Wiley & Sons, Inc. Int J Quant Chem 78: 5–14, 2000
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".