Studies on Hexosaminidase Forms in Chinese HamsterOvary Cells
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 hexosaminidase forms present in Chinese hamster ovary cells grown in culture were partially purified and their kinetic and physical properties were characterized. The cells were found to contain three hexosaminidase forms, which could be resolved by ion-exchange chromatography. These three forms, designated hexosaminidases I, II and III, had properties similar to those of human hexosaminidases A, B and C, respectively. Hexosaminidase III, like human hexosaminidase C, appears to be regulated by a different mechanism than the other two activities. The data presented in this report show that Chinese hamster ovary cells are an excellent source of enzyme activity for investigating the complex properties of the various mammalian hexosaminidase forms.
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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