Identification of putative genes in bean (<i>Phaseolus vulgaris</i>) genomic (Bng) RFLP clones and their conversion to STSs
Bibliographic record
Abstract
A set of 79 previously mapped bean (Phaseolus vulgaris) genomic (Bng) clones were partially sequenced. BLAST database searches detected homologies between 59 of these clones and genes from a variety of plants, especially Arabidopsis thaliana. Some matches in the database to the Bng clones included a putative P-glycoprotein-ABC transporter from Arabidopsis, an early nodulin-binding protein (ENBPI) from Medicago truncatula, a lon-protease protein from spinach, a branched-chain amino-acid aminotransferase from Arabidopsis, and a vacuolar sorting receptor (BP-80) from Pisum sativum. Additional matches were found for genes involved in isoprenoid biosynthesis, sulfur metabolism, proline biosynthesis, and floral development. Sequence tagged site (STSs) were produced for 16 of the clones, 2 of which contain simple sequence repeats (SSRs). Polymorphisms were detected for six of the STSs.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.001 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".