První radioizotopy pro Československo po r. 1945
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
The paper outlines Czechoslovak post WWII negotiations on a purchase from abroad of radioisotopes for biological research and application in medicine, namely: 1) the keen response of Czechoslovak specialists to the US AEC offer of radioisotopes from September 1947 and the politically motivated refuse of that opportunity by the Czechoslovak government in 1948; 2) looking for a possibility to purchase radioisotopes from Canada and Great Britain by the Czechoslovak Ministry of Public Health in 1948-1949; 3) deliveries of small amounts of radioisotopes to Czechoslovakia by M. Siegbahn (Sweden,1948) and F. Joliot (France, 1949 and 1950); 4) a deal of regular deliveries of radioisotopes to Czechoslovakia from the USSR (started in September 1950), 5) the Czechoslovak experience in research and application of radioisotopes presented at the First International Conference On Peaceful Use of Atomic Energy in Geneva in 1955.
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 | 0.000 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.063 | 0.040 |
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