Bibliographic record
Abstract
The purpose of the article is to find out the features of M. Kordub’s cooperation with the Archeographical Commission of the Taras Shevchenko Scientific Society (AK NTSh) at the beginning of the 20th century. The formation of the Korduba-Archaeologist occurred under the influence of M. Hrushevsky. The initiative of his teacher was an immediate impetus for the archaeological searches of a young scientist to publish the sources of the Ukrainian Cossacks, which were identified as a priority direction created in January 1896 by the Archeographical Commission of the NTSh. Including the long-term M. Korduba’s interest in the Ukrainian Cossacks and the already considerable source material he had gathered, M. Hrushevsky identified the student’s task to find, process and publish the documents which were covering the Khmelnytsky era. The peculiarity of M. Kordub’s collaboration with AK NTSh was that, unlike the other colleagues at the school of Lviv, for a long time he did not formalize his participation in the project of the Cossack archeology, being in the role of a guest lecturer. Another important feature was that, when he was working as a professor at a gymnasium in Chernivtsi, M. Korduba didn’t have the possibility of direct contact with the teacher to discuss the various aspects of the realized project. This discussion took place in writing, which gives us an unique opportunity to look into the creative laboratory as a whole project of the Cossack archaeography, and, more importantly, to recreate the process of becoming Korduba-Archaeologist. As a result of the painstaking study of the Viennese, Lviv and Moscow archives, during the first half of 1908 M. Korduba made arrangements and proposed his project to AK NTSh as another part of the archeographic series «Zherela to the History of Ukraine-Rus».
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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 | 0.005 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.021 | 0.010 |
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".