Rheological Measurements on Settling Suspensions: Characterization of a Cyanide Leach Pulp
Why this work is in the frame
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Bibliographic record
Abstract
Abstract An elongated concentric cylinder cup and bob viscometer fixture was designed to study the rheological properties of unstable magnetite suspensions. The fixture and its use in characterizing the rheological properties of a cyanide leach slurry are described. The cyanide leach slurry exhibited yield shear thinning flow properties which were modeled using the Casson Equation. The flow properties were affected most by parameters that contributed to the yield stress. Increasing the solid content and pH and decreasing the particle size caused the yield stress to increase. Changes in parameters also affected the Casson viscosity. Increasing the solid content, pH (Ca(OH)2) and grind size increased the viscosity.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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 it