Patho-biochemical investigations on stem rot (Sclerotinia sclerotiorum) of Indian mustard (Brassica juncea L.).
Bibliographic record
Abstract
The Indian mustard (Brassica juncea L.) is the main source of cooking oil in Asia. India is one of the leading oilseed Brassicas producing country in the world accounting for 11.12 per cent of the world’s rapeseedmustard production, and ranks third in the world next to China and Canada. Sclerotinia sclerotiorum (Lib.) de Bary, the causal organism of stem rot (SR) of Brassica and over 500 host plants, is menace to cultivation of oilseed Brassica crops in the world. Infection occurs on leaves, stems and pods at different developmental stages, causing seed yield losses of up to 40%, as well as significant reductions in oil content and quality. In various bioassays, the partially purified toxic metabolites of the pathogen resulted in maximum wilting and chlorosis at 2:8 (Double Distilled Water: Partially Purified Toxin), and adversely affected the germination of seeds, and development of root and shoot of seedlings.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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".