Detecting Seed-borne Mycofloras of Hulled and Naked Oat Seed Samples in Gansu Province
Bibliographic record
Abstract
The seeds of hulled oat cv.(strain)473 and Longyan No.3,naked oat cv.Baiyan No.2,grown in 2008 and 2009 in Gansu Province,was investigated to determine the species composition and abundance of fungi colonizing.Alternaria spp.were dominant species on non-disinfected grains,the isolation rates reached 38% to 98%.The fungal genera,occurring frequency≥10% in single sample,included Alternaria,Bipolaris,Botrytis,Chlamydomyces,Cladosporium,Epicoccum,Fusarium,Gonatobotrys,Mucor,Penicillium,Rhizopus and Trichothecium.Fungi isolated from seed samples were over nineteen genera.The categories of seed-borne fungi were vary in different source samples,the genus Fusarium isolated only from oat samples in Tongwei County,and the predominant species was F.poae,the isolation rates reached 40% to 100%,the genus Botrytis isolated only from oat sample in Hezuo City.Some of seed-borne fungi made seeds mouldy rot or infected seminal roots and embryos.
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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".