SKIPPER-GRUMANLANER FILAT VOZHEVOLNY: STAGES OF BIOGRAPHY IN THE CONTEXT OF RUSSIAN DEVELOPMENT OF THE ARCHIPELAGOS AND ISLANDS OF THE ARCTIC IN THE LAST QUARTER OF THE XVIII – EARLY XIX CENTURY
Bibliographic record
Abstract
The author examines the biography of the skipper Filat Vozhevolny, the son of Semen, who was engaged in fishing in the archipelagos of Spitsbergen (Grumant) and Novaya Zemlya in the late XVIII – early XIX centuries. The study of the biographies of individual fisherman-hunters makes it possible to understand the peculiarities of the organization of fishing, to identify personal and professional qualities, without which it was impossible to participate in long and dangerous expeditions to the polar archipelagos. Filat Vozhevolny went fishing from Onega and Arkhangelsk merchants, Vygoretsky old Believer community, and in 1808-1810 he sailed to Novaya Zemlya under the flag of the White Sea Company. In the personality of the skipper, knowledge of navigation, fishing and hunting was combined with adventurism and a penchant for risk, which endangered the life of not only himself, but also of the artel entrusted to him.
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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 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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; 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".