The archeobotanical research of the Early Modern waterlogged cesspit in Prague-Celetná street and possibilities of photography documentation
Bibliographic record
Abstract
Based on the macroremains analysis from Early Modern waste filling of the well in Prague Celetná street, dietary habits of Prague dwellers and the character of the city environment from the second quarter of the 18th century to the early 20th century were constructed. In total 44 015 macroremains were found, of which only 2 707 diasporas were wild-growing species. Strong predominance of crop confirmed hypothesis of well-into-cesspit transformation at the end of the 18th century. The species such as Nicotiana rustica, Piper nigrum and Ocimum basilicum, not commonly occurring in the archeological objects were recorded. The changes of the diaspora external structure influenced by their long-term deposition under anaerobic conditions were examined by electron microscopy method. A difference in subtle damage to the distinct diaspora structure along with the rate of diaspora organic pollution was noted.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".