INHABITANTS OF THE HOLY RIVER OF NOVGOROD: THE VOLKHOV IN THE HISTORIC, CULTURAL AND MYTHOLOGICAL TRADITION OF MEDIEVAL NOVGOROD
Bibliographic record
Abstract
The River Volkhov, connecting Lake Ilmen and Lake Ladoga, used to be atransportation line of utmost importance in northern Russia (Fig. 1). As earlyas the 8th–9th century AD, the water route along the Volkhov was masteredby the Slavs – migrants from the southern shores of the Baltic Sea. During theViking epoch, two major townships of northern Russia appeared at the headand the outfall of the Volkhov: they were Ladoga and the predecessor of Novgorod, Rurik’s Township. And in the second quarter of the 10th centuryNovgorod the Great was founded. For the city’s population, the River Volkhovwas not only the basis of their economic life, but also a sacred natural feature.
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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 | 0.000 | 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 | 0.001 | 0.004 |
| 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".