Stress induced phosphate solubilization by Arthrobacter sp. and Bacillus sp. isolated from tomato rhizosphere
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 importance of rhizospheric microbial phosphate solubilization has now been well documented. However, the performance of these microbes is greatly affected by various environmental stresses such as salt stress, pH stress, temperature stress etc. In this study, two stress tolerant phosphate solubilizing rhizobacteria Arthrobacter sp. and Bacillus sp. have been isolated from tomato rhizosphere and characterized with various morphological and biochemical tests. Phosphate solubilizing bacteria were screened on the basis of their phosphate solubilization and strains with high phosphate solubilizing ability were then tested against wide range of temperature, pH, and salt stresses. Their ability to solubilize other insoluble phosphates, such as ferric phosphate (FePO4) and aluminum phosphate (AlPO4) was also studied. In addition to phosphate solubilizing ability these strains also demonstrated various plant growth promoting and biocontrol activities including indole acetic acid (IAA) production. These two strains have the potential to be used as plant growth promoting rhizobacteria (PGPR).
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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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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