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Record W2328529211 · doi:10.1180/minmag.2012.076.5.13

Bond topology and structure-generating functions: graph-theoretic prediction of chemical composition and structure in polysomatic T–O–T (biopyribole) and H–O–H structures

2012· article· en· W2328529211 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMineralogical Magazine · 2012
Typearticle
Languageen
FieldMaterials Science
TopicPolyoxometalates: Synthesis and Applications
Canadian institutionsnot available
FundersCanada Research Chairs
KeywordsChemistryCrystallographyTopology (electrical circuits)RibbonStoichiometryOctahedronIonCombinatoricsStereochemistryCrystal structureMathematicsGeometry

Abstract

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Abstract Aspects of the bond topology and chemical composition of a mineral may be incorporated into a general formula by writing the local topological details of each cation and anion, along with their chemical identity, as a general expression called a structure-generating function. Here, this procedure is described for polysomatic T–O–T and H–O–H structures. We may write tetrahedrally coordinated cations and their associated anions as {T 2n Θ m }. For {T 2n Θ m } to be a chain or ribbon, 5n < m ≤ 6n, and we may write m as 5n + N, where N is an integer. Within the {T 2n Θ (5n+N)} unit, we may recognize three types of anion vertices: (1) bridging anions, Θ br , that are bonded to two T cations; (2) apical anions, Θ ap , that are involved in linkage to other cations out of the plane of the bridging anions; and (3) linking anions, Θ l , that link to non-T cations in the plane of the bridging anions. We may incorporate the connectivity of the cations in our algebraic representation of the chain as follows: {T 2n Θ br a Θ ap b Θ l c } where a + b + c = 5n + N. The apical anions of the T- or H-sheets provide some anions of the layer of octahedra. We may use the handshaking di-lemma of graph theory to examine the interaction between the two types of layers, and write a Structure-Generating Function , S (N;n) , that gives both the stoichiometry and aspects of the bond topology of the structures. Where N = 1, the T-sheet consists of ribbons of the form {T 2n Θ (5n+1) } = {T 2n Θ br (3n–1) Θ ap 2n Θ l 2 }. Each T–Θbr–T linkage spans an octahedron, and hence there are (3n – 1) octahedrally coordinated cations between opposing {T 2n Θ br (3n–1) Θ ap 2n Θ l 2 } ribbons. There are an additional (n–1) vertices, Ψ, required to complete the coordination of the M cations on one side of the O-sheet, and we may write the structure-generating function for biopyriboles as follows: S( 1;n) = Xi[M (3n–1) Ψ 2(n–1) {T 2n Θ br (3n–1) Θ ap 2n Θ l 2 } 2 ] = [M (3n–1) Ψ 2(n–1) {T 2n Θ (5n+1) } 2 ]. Where N = 2, the general form of the T-ribbon is {T 2n Θ (5n+2) }, a component of the H-sheet in the polysomatic H–O–H minerals in which the T-ribbons are linked laterally by [5]- or [6]-coordinated high-valence cations, D, which have the coordination (Dφ 4 1 φ ap φ t ), where f t may or may not be present depending on the coordination number, [6] or [5], of the D cation. The general formula for an H-sheet is [Dφ ap {T 2n Θ br (3n–2) Θ ap 2n Θ l 4 }φ t 0–1 ], where φ t (written after the T-sheet) occurs on the outside of the H-sheet and may be involved in linkage between adjacent H–O–H blocks. The H-sheet links via its apical anions to the O-sheet, giving the general formula of an H–O–H block as [M (3n+1) (Dφ ap Ψ n {T 2n Θ (5n+2) }φ t 0–1 ) 2 ]. These H–O–H blocks may link directly or indirectly through the φt anions of the (DΘ l 4 φ ap φ t ) octahedra, giving S (2;n) = Xi[M (3n+1) Ψ 2n (D 2 φ ap 2 {T 2n Θ br (3n–2) Θ ap 2n Θ l 4 } 2 )φ t 0–2 ]. Combining the expressions for the structure-generating functions gives a single function for T–O–T and H–O–H structures: S (N;n) = X i [M (3n+2N–3) ? 2(n+N–2) (D 2(N–1) f 2 ap (N–1) {T 2n T (3n–N) br T 2n ap T 2N 1 } 2 )f 0–2(N–1) t ] This expression also generates mixed-ribbon polysomatic structures. Thus S (1;2+3) gives the chemical composition and structure of the mixed-chain pyribole chesterite, and S (2;1+4) gives the chemical composition and structure of the mixed-chain H–O–H mineral, veblenite.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.570
Threshold uncertainty score0.565

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.012
GPT teacher head0.226
Teacher spread0.215 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it