Measurement of charge distribution around a rising bubble in a 2‐D fluidized bed
Bibliographic record
Abstract
Abstract A technique has been developed to determine the charge distribution around single rising bubbles in a two‐dimensional fluidized bed. Four induction probes positioned flush with the outside wall of the column and connected to charge amplifiers record induced charge signals as bubbles pass. The charge distribution surrounding a single bubble is then reconstructed with the assumption that the bubble is symmetrical and that the charge around the bubble remains constant as it rises. The emulsion phase far from the bubble in a two‐dimensional fluidized bed of glass beads was found to be charged negatively and, contrary to our previous assumptions, the charge density decreased gradually toward the bubble‐dense phase interface, with a nearly zero charge density inside the bubble. The wake of the bubble is more negatively charged than the emulsion phase, supporting our previous speculations. © 2005 American Institute of Chemical Engineers AIChE J, 2006
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How this classification was reachedexpand
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 | 0.001 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".