Arthur Zuttner's Novel “Adjarians” and the Chorokhi Navigation Area
Bibliographic record
Abstract
Chorokhi is the main river of historical southern Georgia. Interesting background knowledge about sailing on Chorokhi was preserved by the press and the records of travelers of the last quarter of the 19th century and the beginning of the 20th century, as well as by the collective memory of the population living by the edge of the river. Interestingly, the Chorokhi navigation area has almost never been reflected in fiction. Therefore, the work “Adjarians” by Arthur Zuttner is undoubtedly of great importance.Arthur Zuttner, an Austrian writer, lived in Georgia with his wife Bertha from 1876-1885. “Adjarians” was published in Germany in 1888, and the Georgian translation by Rusudan Ghvinepadze was published in 2007.“Adjarians” reflects the reality of southern Georgia before the Russo-Ottoman war of 1877-78. The action takes place mainly in the Chorokhi basin. The author describes the Chorokhi boat and sailing in only a few episodes, though, quite extensively. The work deals with the navigation images described by Zuttner in the novel, especially how the Chorokhi navigation area is reflected in the work and what is the relationship between the relevant episodes of the novel and the objective reality. It is obvious that the writer has deep insight into the life of the Chorokhi sailors and the local specifics of the river sailing. Obviously, Suttner's text is an artistic interpretation of reality, but it must also be noted that the navigational narrative in Suttner’s novel, with a few exceptions, accurately depicts a number of 19th century details of the Chorokhi navigation artery. Consequently, the images depicted in the novel are undoubtedly interesting for the literature lovers and the readers of fiction interested in the history or details of life.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.006 | 0.008 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".