Treatises About the Subterranean World in Ljubljana Between 1678 and 1773
Bibliographic record
Abstract
Popisali smo knjige, razprave in rokopise o podzemeljskih in kraških pojavih, ki so bile na voljo v Ljubljani v času delovanja jezuitskega kolegija. Preučili smo Mayrjev prodajni katalog iz leta 1678. Pregledali smo knjige, ki so jih nabavljali za jezuitsko in druge knjižnice v Ljubljani. Posebno pozornost smo posvetili doslej neraziskanim objavljenim delom in rokopisom ljubljanskih jezuitov. Pokazali smo, kako je v Ljubljani nakopičeno znanje pripomoglo k nastanku pionirskih del modernega krasoslovja v zadnji četrtini osemnajstega stoletja.We researched the books, papers, and manuscripts about the subterranean and karst phenomena available in Ljubljana in the time of Jesuit college. We used the data from Mayr's book catalogue of 1678. We analyzed the books in the Jesuit and other Ljubljanese libraries. For the first time in historiography the special concern was put on published works and manuscripts of the Ljubljanese Jesuits. We described how the knowledge accumulated in Ljubljana paved the way for pioneering karstology research in the last quarter of the 18th century.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.006 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".