THE CRYSTAL CHEMISTRY OF THE KORNERUPINE-PRISMATINE SERIES. III. CHEMICAL RELATIONS
Bibliographic record
Abstract
The chemical formula of kornerupine sensu lato may be written as X Y 2 M 7 T 4 V O21 W , where X = □, Mg, Fe2+; Y = Mg, Fe2+; M = Al, Mg, Fe2+, Fe3+; T = Si, Al; V = Si, Al, B, Be; W = OH, F. The total number of cations is variable (14.2 to 14.4 apfu ), the sum of the cation charge is 43+, and the amount of vacancy ( pfu ) is given by □ = 15 − ( S 4+ + S 3+ + S 2+), where S Z+ is the sum of the cations of formal charge Z+. The T -site populations are coupled to both B and Fe2+ content; at moderate Si content (~3.71 Si apfu ), the structure accommodates the largest range in B (0–0.9 apfu ) and Fe2+ (0–1.3 apfu ). Flexibility in the kornerupine structure originates at the T (2)– T (3)– T (2) trimer, where coupled expansion–contraction of tetrahedra and rotation [ T (2)] proceed at the expense of sterically induced distortion of the neighboring M (1) and M (4) octahedra. Both Fe2+ and Mg are approximately disordered over M (1) and M (2), with the maximum [ M (1)Fe2+ + M (2)Fe2+] content coupled to the B content of the crystal. The X site shows the greatest affinity for Fe2+, with no apparent coupling of X Fe2+ to the B content. The Al contents of M (2) and M (3) + M (5) are strongly negatively and positively correlated, respectively, with B content. Condensing the general formula to X Y 2 M 7 T 5 O21 W , the principal (heterovalent) end-member compositions for Be-free crystals are as follows: | X | Y | M | T | | W | |:-- | --- | ------ | ----- | --- | - | | □ | Mg2 | Al5Mg2 | Si5 | O21 | F | | □ | Mg2 | Al7 | Si3B2 | O21 | F | | Mg | Mg2 | Al3Mg4 | Si5 | O21 | F | | Mg | Mg2 | Al7 | SiB4 | O21 | F | where Mg = [8,6](Mg,Fe2+), Al = [6](Al,Fe3+), Si = [4]Si, B = [4](Al,B) and F = (OH,F). These compositions can be represented in the orthogonal system X Mg– M Al– T Si, and define a plane on which the compositions of kornerupine can be graphically represented. Chemical exchange involves the two independent substitutions: X □ + M Al2 = X Mg + M Mg2 and M Mg + T Si = M Al + T B. The principal homovalent chemical variations in kornerupine are T Al ⇌ T B and X , M Fe2+ ⇌ X , M Mg. However, neither show a simple 1:1 substitution. For T Al ⇌ T B, the total amount of trivalent cations ( i.e. , T Al + B) varies with variation in the T Al:B ratio (and hence with a change in the Si content). For X , M Fe2+ ⇌ X , M Mg, the total amount of divalent cations ( i.e. , X + M Fe2+ + X + M Mg) varies with the variation in X + M Fe2+ : X + M Mg ratio (and hence with a change in the M Al or X □ content). However, the slopes of ensuing relations are significantly less than 1.0, as these substitutions are constrained by commensurability requirements arising from the layered nature of the structure and the distribution of sites over which these substitutions act.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
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".