The Joint Czech and Slovak Digital Parliamentary Library
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
After the split of the Czechoslovak Republic into two republics in 1993 the idea of creating a common digital parliamentary library originated. The Czech Parliamentary Library started this project in 1995 and Slovakia joined in 2002. According to the agreement between of the two parliaments the joint digital library should in its complete shape contain the complete full texts of parliamentary prints (proposals, interpolations, explanations, decisions, invitations) and stenographical documents (shorthand writings) from 1848 until the present, in electronic form. The aim is to create and operate an automatic system of current and historical parliamentary documents. In 2000, the project was awarded the prestigious `Czech @' prize by the International Conference on Internet Use in Public Administration and Self-Government. The Joint Czech and Slovak Digital Parliamentary Library is now widely used in both countries.
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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.003 | 0.015 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it