Identification and initial characterization of carbonic anhydrase deletion mutants of Arabidopsis
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
Carbonic anhydrase (CA; 4.2.1.1) is a zinc metalloenzyme that catalyzes the reversible hydration of CO2 to bicarbonate. Three families of CA, designated alpha, beta, and gamma, have been identified based on sequence comparisons. All three of these families are represented in the Arabidopsis genome, analysis of which has revealed that as many as 14 putative CA isoforms exist, 6 of these are members of the alpha family, 5 of the beta family and 3 of the gamma family. The purpose of this investigation was to initiate a functional genomics approach to the study of Arabidopsis CAs. This was accomplished by the identification of T-DNA insertion mutants in the putative CAs, the initial characterization of one of these mutants, beta-CA2, and the use of bioinformatics tools to predict the sequence conservation, phylogenetic relationship and subcellular locations of the putative Arabidopsis CAs.
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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 | 0.001 | 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