Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract For the process intensification of ferrite production, fluidized bed calcination of raw‐mix (RM) particles for strontium ferrite was tested in a laboratory scale fluidized bed. In cases when the bed was made only of RM particles, agglomeration took place above 900 K, and above 1350 K rapid defluidization was unavoidable. However, successful calcination with no defluidization was achieved by calcining RM particles in the bed of coarse spherical alumina particles. One kilogram of calcined product was produced by repeated batch calcination at 1423 K and with retention time of 60 minutes. The products were made into magnets and their magnetic properties were evaluated. The magnetic properties of fluidized bed product were compatible with rotary kiln products, although residue of unreacted Fe 2 O 3 seemed to have detracted the former somewhat. The presence of unreacted Fe 2 O 3 was found to be caused by the selective adhesion of SrCO 3 on the bed material. A slight adjustment of Fe/Sr ratio in the RM was found to be effective in the elimination of such residuals.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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 it