Bibliographic record
Abstract
"Barrel 39.4 inches long; calibre .65 of an inch; octagonal; at breech engraved with tendrils and foliation, where the initials M. S. occur, also owner's stamp at side of barrel, the royal crown above monogram C. L. Lock of high quality workmanship, enriched everywhere with engraving; on hammer fire-dragon's head...the two major themes of composition on single plates of ivory are Diana as musician charming the unicorn, and on cover, of pyrites-holder Diana sounding her horn. Double-headed eagle engraved on the butt-plate. Note: The artist signing his initials M.S. is doubtless Martin Sussebecker, b. in Liegnitz 1593, d. 1668 in Dresden. Provenance: Purchased by William Randolph Hearst from the European Arms and Armor Sale at American Art Association, Nov. 20, 1926 for $1050; sold to City Art Museum of St. Louis, Apr. 26, 1939 for $1050."
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".