Characterization and dissolution of scale formed during continuous pressure acid leaching of laterites
Bibliographic record
Abstract
The focus of this work was the study of scale produced as a by-product from the Falconbridge laterite pressure acid leaching campaigns conducted during the period 2000 to 2002. The objective was twofold: (i) scale characterization, (ii) scale dissolution. The results obtained from the scale characterization studies revealed that alunite formed in fresh water and saline water had the general chemical formula of (H3O)Al3(SO4)2(OH) 6 (hydronium alunite) and NaAl2Fe(SO4)2(OH) 6 (sodium alunite), respectively. In saline water campaigns, Fe substitutes Al within the alunite structure---compared to that of pure hydronium alunite---at an average Al:Fe molar ratio of 2:1. Alunite comprises 67 wt% of the scale mass with hematite, making up the balance. The scale dissolution tests examined the effectiveness of chemicals dissolving scale as a measure of descaling. Two scales were tested, I3 and I6. Maximum dissolution was attained with HCl, instead of H2SO 4 at the most vigorous conditions of 200°C and 0.5m. Also, the dissolution kinetics of I3 were twice as fast as those of I6 due to the five-fold porosity of the former scale. The scale growth rates were found to be highest at the compartment of acid addition. Those obtained from the saline water campaigns were 200% greater than fresh water campaigns.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 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".