Partial molar volumes of metal oxides in silicate melts: Effects of Coulombic interactions
Bibliographic record
Abstract
Alkaline, alkaline earth, many 3d and most 4f modifier oxides dissolved in siliceous melts mix *non-ideally* with SiO~2~ to produce *linear*, density-compositional mixing trends from which partial molar volumes of modifier oxides (*V*\*) are determined. An analysis of these experimental data reveals that the partial molar volumes of alkali, alkaline earths, most 4f and many 3d modifier oxides partial molar volumes are accurately reproduced by: where F~C~ = (z^+^•z^−^)/d^2^ (Coulomb9s Law) and z indicates charge. The bond length 'd' is the sum of the radii of the cation (M^+^, M^2+^, M^3+^ or M^4+^) and oxide ion (O^2−^) observed in ionic crystals. The coefficients 'm' and 'b' are 0.325 and 1.38 Å/atom respectively. Partial molar volumes of network-forming oxides also conform to the above equation where 'm' = ∼3.25 and 'b' is 1.68 Å/atom. Coulomb9s force of attraction (F~C~) is the product of the cationic field strength (z^+^/d^2^) and the charge on an anion, where 'd' is the distance separating the centers of the two charges. In silicate melts containing modifier cations, apical O atoms of Si tetrahedra are negatively charged and are displaced toward the cations due to Coulombic attraction. The resulting collapse around the cations is referred to as 'electrostriction'. Partial molar volumes (*V*\*) of modifier oxides are thus composed of two terms, the volume of the polyhedron of the modifier cation (V~Poly~) and a volume associated with collapse of tetrahedra around the cation (V~Col~): V~Col~ is negative for all modifier oxides and becomes increasingly negative with increased charge on the cation and with increased coordination number (CN). V~Poly~ is itself composed of two terms, an intrinsic volume (V~Int~) and an excluded volume (V~Ex~). The intrinsic volume can be calculated using cationic and O^2−^ radii evaluated from ionic crystals. V~Ex~ reflects the state of packing around cationic polyhedra. It is equal to 6.83 Å^3^/atom for all modifier oxides so that the expression for V~Poly~ is: A linear relationship exists between V~Poly~ and V~Col~ which results in the observed linear density-composition trends from which partial molar volumes are determined. In spite of their linearity, these trends are the result of non-ideal mixing of modifier oxide and SiO~2~ components in siliceous melts. Our finding that tetrahedra collapse around modifier cations differs from the traditional perspective where modifier cations were considered to occupy voids within the silicate network but otherwise had limited effect on melt structure. These results demonstrate that modifier cations affect the network substantially by causing surrounding tetrahedra to rotate, twist, tilt and flex during their collapse toward modifier cations.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".