Еще раз о походе легата Мезии Тиберия Платия Сильвана в Таврику
Bibliographic record
Abstract
At the third quarter of the I c. A. D. foreign political situation of Tauric Chersonesos become complicated because of tributary of Sarmatians to the Crimea peninsula. In that situation town couldn’t inquire with this threat by its own and was forced to ask governor of Moesia province for help. At the answer of ask of Tauric Chersonesos, legatus of province T Plautius Silvanus made resolute actions. As a result «Scythians» tsar was drive away from sieged Tauric Chersonesos which is behind the Borisphenus» (CIL, XIV, ¹ 3608). At the base of the information we have, the time of T. Plautius‘ Silvanus‘ cam¬paign may be referred to the years 63-64 A. D.. After landing operations with a participation of marines from the ships of Ravennas‘ fleet, barbarians, we may say Sarmatians, were crashed and danger for the city was liquidated.\nMaterials, which we have at the present time, give us opportunities for reconstruction of situation. Nomad Sarmatians whose tributary observed at the first half of I c. A. C. until the middle of the century, in a military way subordinated late Scythians. We may see it from destruction on late Scythians hillforts of first quarter - first half of I c. A. C. Than they settled down on this hillforts and together with late Scytians began to threaten to Tauric Chersonesos. The town ask for the help of legatus of Moesia T. Plautius Silvanus. But despite of resolute actions of Roman troops, absence of ancient settlements and hillforts of I c. A. C. in the Southwest and Northwest Taurica give us opportunity to speak about absence of territorial spreading of Chersonesos state. Southwest Taurica as at the previous time was under control of barbarian, mainly Sarmatian population. Possibly that military operations of Romans combined with a negotiations as a result of which were put some peace arrangements. Those arrangements were in general observed until the beginning of the II c. A. C. As an evidence we may say was very active development of economical connections between Tauric Chersonesos population and population of South-West Taurica at the second half of I c. A. C. At the result of T. Plautius‘ Silvanus‘ campaign Tauric Chersonesos strengthened contacts with a Moesias‘ administration and at the second half of I c. stayed in the orbit of Roman policy.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.024 | 0.008 |
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".