Necrotrophic mycoparasitism of<i>Botrytis cinerea</i>by cellulolytic and ligninocellulolytic Basidiomycetes
Bibliographic record
Abstract
Twenty-six isolates representing 17 species of aphyllophoraceous, wood-decaying Basidiomycetes and five species of agaricoid, turf-borne, thatch-decaying Basidiomycetes were screened for their abilities to degrade cellulose, lignin, and melanin by using colorimetric degradation assays on agar media. Selected ligninocellulolytic Basidiomycetes capable of degrading melanin were screened for antagonism of Botrytis cinerea Per.:Fr. The greatest inhibition of Botrytis colony and hyphal growth in vitro was observed in confrontations with Irpex lacteus (Fr.) Fr., Trametes versicolor (L.:Fr.) Pilat, and Chondrostereum purpureum (Pers.:Fr.) Pouzar. Hyphal interference and necrotrophic mycoparasitism by these ligninocellulolytic Basidiomycetes were recognized microscopically as coagulation and degeneration of Botrytis cytoplasm and as coiling and invasion of hyphae, conidiophores, and conidia, respectively. Sclerotia of B. cinerea were killed and parasitized in agar media, straw mulch, or moist sand infested separately with these three mycoparasites.
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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) | 0.001 | 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 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".