Поселение Затока-I («Гермонактова деревня») в Нижнем Поднестровье (характеристика материалов)
Bibliographic record
Abstract
The article is devoted to the examination of archaeological materials from the settlement Zatoka-I. The remains of this site are situated on the right bank of Dnester Lake, not far from the Black Sea shore. There are some dates to identify the settlement Zatoka-I with the “Village of Hermonacthos” of ancient written sources (Strabon). Accordingly to different finds (mainly pottery) we are able to determine chronology of this site in frames of the 4th (end 5th) the first third of the 3rd cc. B.C. (the first period) and the last third of the 3rd - the first quarter of the 2nd cc. B.C. (the second period).
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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 | 0.009 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.050 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.005 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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; both teacher heads agree on what is shown here.
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".