Improving the efficiency of bayesian network based edas and their application in bioinformatics
Bibliographic record
Abstract
Two isoenzymes of carbonic anhydrase, one with high activity and the other with low activity, were isolated from rat gastric tissue. It was found that both isoenzymes were phosphorylated in vitro by protein kinase isolated from gastric mucosa and that this process was stimulated by 3',5'-AMP. The phosphorylation of highly active carbonic anhydrase isoenzyme is shown to result in the increase of its activity. The phosphorylation of low active carbonic anhydrase isoenzyme did not affect its activity or decreased it slightly. The results obtained suggest that the activation of carbonic anhydrase in vivo by gastrin (pentagastrin), histamine and 3',5'-AMP is due to the phosphorylation of highly active isoenzyme by 3',5-AMP-dependent protein kinase. It seems possible that in this process histamine and 3',5'-AMP act as sequential mediators of pentagastrin effect.
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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 | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".