FOOD SECURITY IN FLUCTUATING CLIMATE ENDURE BY ENDOPHYTES
Bibliographic record
Abstract
The global food security, on account of a blazing intimidation of climatic change, is highly distressed by the capricious plant pathogenic diseases and drought which will surge in severity and frequency in the future leading to a credible shrink in food production. Endophytes are valuable microorganisms and naturally safe for plants to induce tolerance. Therefore, the current study was executed to assess the endophytic potential in wheat against rust diseases and drought stress. The fungal endophytes were isolated from the desert plants samples, cultured on different media and identified by molecular, immunological and biochemical analyticalmethods. Efficient fugal endophytes were inoculated by dipping the wheat seeds in fungal spores' suspension. Rust and drought stresses were applied to the rust susceptible and drought sensitive wheat genotypes respectively by skipping the irrigation at a thesis stage and by applying disease inoculums. Wheat genotypes inoculated with endophytes revealed the tolerance against diseases and drought.
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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".