Сравнение эффективности малых доз после γ-облучения Spirostomum ambiguum на установках «γ-cell» и «Луч». Дозиметрический контроль
Bibliographic record
Abstract
The decrease of the spontaneous motional activity of paramecium Spirostomum ambiguum Ehrbg was observed just after irradiation in the 0.01 Gy at the different irradiators with 60Co γ-rays (Lutch Irradiator, Latenergo, Latvia and γ-Cell, Canada). It was approximately on the similar level (about 40 % below control) in variety of doses (to 1.0 Gy inclusive). The present result has been interesting in the question of the low doses irradiation activity on the biota.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.007 | 0.008 |
| Meta-epidemiology (broad) | 0.007 | 0.005 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.007 | 0.007 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.007 | 0.004 |
| Research integrity | 0.008 | 0.016 |
| Insufficient payload (model declined to judge) | 0.032 | 0.029 |
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; both teacher heads agree on what is shown here.
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".