FACTORS INFLUENCING RADIATION INDUCED LETHALITY, STERILITY, AND MUTATIONS IN BARLEY
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
I N laboratory experiments in which the inhibition of the growth rate of barley seedlings was measured after irradiation of seeds, the radiation induced injury was found to decrease with increasing water content of the seeds, within the range of 7-20 per cent water; to be greater at a lower germination temperature, and to depend on the storage conditions in the interval between irradiation and sowing The influence of these factors was greater in the case of radiations with a low ion density (linear energy transfer)e. g., y-rays and X-rays -than when more densely ionizing radiations, e. g., fast neutrons, were used. The influence was of such magnitude that the factors studied sufficed to explain the variations generally obtained in and between radiation experiments.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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