Earthenware from the quarters in Krasnaya street of the "Izhevsk plant" settlement
Bibliographic record
Abstract
The paper deals with the collection of earthenware dishes discovered during archaeological research of the archaeological site "Izhevsk Plant Settlement" in Izhevsk, Udmurt Republic. A preliminary analysis of one of the items categories - earthenware tableware that existed in the Izhevsk factory settlement in the second half of the XIX - first quarter of the XX century, is given. The analysis of items, their morphology, ornamentation, and the binding of the available hallmarks to the faience factories of the Urals and central Russia is given. The collection includes plates of various types, salad bowls, mugs, milk jugs, tureens. Until the 1880s, the Izhevsk population mainly used tableware of Ural production, and, since the last quarter of the XIX century, almost completely switched to the "Kuznetsov" ware.
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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 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".