Aluminium(III) hydration in aqueous solution. A Raman spectroscopic investigation and an ab initio molecular orbital study of aluminium(III) water clusters
Bibliographic record
Abstract
Raman spectra of aqueous Al(III) chloride, nitrate, and perchlorate solutions were measured over a broad concentration (0.21–3.14 mol L−1) and temperature (25–125°C) range. The weak, polarized band at 525 cm−1 and two depolarized modes at 438 and 332 cm−1 have been assigned to ν1(a1g), ν2(eg) and ν5(f2g) of the hexaaquaaluminium(III) ion, respectively. The IR-active mode at 598 cm−1 has been assigned to ν3(f1u). The vibrational analysis of the species [Al(OH2)63+] was done on the basis of Oh symmetry (OH2 as point mass). The polarized mode ν1(a1g) AlO6 has been followed over the full temperature range and band parameters (band maximum, full width at half height and band intensity) have been examined. The position of the ν1(a1g) AlO6 mode shifts only about 3 cm−1 to lower frequencies and broadens about 20 cm−1 for a 100°C temperature increase. The Raman spectroscopic data suggest that the hexaaquaaluminium(III) ion is thermodynamically stable in chloride, nitrate and perchlorate solutions over the temperature and concentration range measured. No inner-sphere complexes in these solutions could be detected spectroscopically. Aluminium sulfate solutions show a different picture and thermodynamically stable aluminium sulfato complexes could be detected. The sulfato complexes are entropically driven, so that their formation is favoured at higher temperatures. Ab initio geometry optimizations and frequency calculations of [Al(OH2)63+] were carried out at the Hartree–Fock and second-order Møller–Plesset levels of theory, using various basis sets up to 6-31 + G*. The global minimum structure of the hexaaqua Al(III) species corresponds to symmetry Th. The unscaled vibrational frequencies of the [Al(OH2)63+] were reported. The unscaled vibrational frequencies of the AlO6 unit are lower than the experimental frequencies (ca. 15%), but scaling the frequencies reproduces the measured frequencies. The theoretical binding enthalpy for [Al(OH2)63+] was calculated and accounts for ca. 64% of the experimental single ion hydration enthalpy for Al(III). Ab initio geometry optimizations and frequency calculations are also reported for the [Al(OH2)183+] (Al[6 + 12]) cluster with 6 water molecules in the first sphere and 12 water molecules in the second sphere. The global minimum corresponds to T symmetry. Calculated frequencies of the aluminium [6 + 12] cluster correspond with the observed frequencies in solution. The ν1 AlO6 (unscaled, HF/6-31G*) mode occurs at 542 cm−1, in fair agreement with the experimental value. The theoretical binding enthalpy for [Al(OH2)183+] was calculated and is a slightly underestimate of the experimental single ion hydration enthalpy for Al(III). The water molecules of the first sphere form strong H-bonds with water molecules in the second hydration shell because of the strong polarizing effect of the Al(III) ion.
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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 | 0.000 | 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) | 0.001 | 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".