Studies on isolated cloned populations from irradiated human embryonic cell cultures
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 recovery of substrains with stable chromosome aberrations from irradiated fibroblast culture are reported. Four human fetal cell strains were exposed to 600 rad of gamma rays at 200 rad/min. The efficiency of recovering viable cloned subpopulations was approximately 87%, and the frequency of clones with abnormal chromosomes was 40/100 colonies. G-band chromosome analyses for 34 abnormal substrains are described. Karyotypes of some of the clones with complex rearrangements are also presented. Analyses of a total of 47 aberrant events in the 34 abnormal substrains revealed at 7:1 and a 9:1 translocation-inversion and translocation-deletion ratios, respectively. Five of the abnormal substrains were continuously cultured; all except one showed signs of sensecence toward the end of 44 +/- 10 doublings. Unusual prolonged proliferation capacity was observed in substrain FFS-1-9. The significance of this finding is discussed.
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 | 0.000 | 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