<i>Monilia polystroma</i> (asiatic brown rot).
Bibliographic record
Abstract
<title>Abstract</title> <italic>M. polystroma</italic> is the conidial form of an unknown apothecial ascomycete closely related to <italic>Monilinia fructigena</italic>, from which it has so far been distinguished by molecular means. Although <italic>M. fructigena</italic> and the other brown-rot species, <italic>M. fructicola</italic> and <italic>M. laxa</italic>, are known on various continents, M. polystroma was identified in Japan and initially known only in that country. Recent published reports placed it in Hungary and China as well. This species may be widely distributed in Asia and perhaps Europe. In the absence of natural barriers, it will spread by means of airborne conidia. Long distance dispersal would most likely occur through infected planting stock or fruit. Therefore, <italic>M. polystroma</italic> is a regulated pest for Canada. <italic>Monilinia fructigena</italic> is a regulated pest for the USA.
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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".