<i>Agrobacterium</i> flagellar switch gene <i>fliG</i> is liquid inducible and important for virulence
Bibliographic record
Abstract
Agrobacterium tumefaciens C58 was mutagenized with a mini-Tn5 transposon containing a promoterless gene encoding the green fluorescent protein (GFP). A mutant, CGS74, exhibited a higher GFP expression level in liquid media than on solid media. The ability of the mutant to cause tumors on plants was attenuated. Sequence analysis showed that the transposon was inserted at the fliG gene, which encodes a flagellar motor switch protein required for flagellar movement. Studies of the fliG-gfp fusion gene indicated that the promoter activity of the fliG gene was higher in liquid than in solid media. Electron microscopy studies demonstrated that the mutant was nonflagellate. This suggests that the A. tumefaciens motility is important for virulence and that bacterial flagellar synthesis occurs at a higher level in a liquid environment than in a solid environment, perhaps resulting in a higher motility.
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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 | 0.000 | 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) | 0.002 | 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".