Mladoacheuléenské osídlení dejvického paleomeandru Vltavy
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
From prehistoric archaeological view Dejvice Prague quarter belongs to sites, which repeatedly bring new evidence about the life of our earliest ancestors. Archaeological excavations at the building site of National technical library found artefacts and other archaeological evidence, which can be dated to the early Middle Palaeolithic at around 0,25 mil. years B.P., which is the earliest evidence in the Dejvice and inner Prague area. Although several stratigraphical separate groups of finds belong to a single cultural domain, settlement geographical evaluation of the position of the finds enables a very probable case for two settlement phases on the riverside of the Vltava palaeomeander by Middle Palaeolithic hunters. Archaeological characteristics of finds assemblages and other data are preceded by the first comprehensive evaluation of geological development of the ancient Vltava river palaeomeander system in Dejvice.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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 it