Bibliographic record
Abstract
Abstract A description is provided for Cercospora althaeina , which causes brown angular leaf spots on species of Althaea and other members of the Malvaceae. Some information on its associated organisms and substrata, habitats, dispersal and transmission, and conservation status is given, along with details of its geographical distribution (Africa (Kenya, Malawi, Zambia, Zimbabwe), Central America (Guatemala), North America (Canada (Manitoba, Ontario), Mexico, USA (Alabama, Connecticut, Delaware, Florida, Georgia, Illinois, Indiana, Iowa, Kansas, Louisiana, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Nebraska, New Jersey, New York, North Carolina, Pennsylvania, Ohio, Oklahoma, South Carolina, South Dakota, Texas, Virginia, Washington DC, West Virginia, Wisconsin)), South America (Argentina, Brazil, Colombia, Venezuela, Asia, Armenia, Azerbaijan, Bangladesh, China (Guangdong), Burma, Georgia, India (Assam, Bihar, Chhattisgarh, Karnataka, Jammu and Kashmir, Maharashtra, Uttarakhand, West Bengal), Iran, Japan, Kazakhstan (formerly Almaty oblast, East Kazakhstan oblast, former Kostanai oblast, former North Kazakhstan oblast, Zhambyl oblast), Kyrgyztan, Malaysia, Pakistan, Russia (Khabarovsk krai, Primorsky krai, South Korea, Taiwan, Tajikistan, Thailand, Turkey)), Atlantic Ocean (Bermuda), Australasia (Australia (New South Wales), New Zealand), Caribbean (Cuba, Jamaica), Europe (Belarus, Bulgaria, France, Germany, Lithuania, Moldova, Netherlands, Norway, Poland, Romania, Russia (Astrakhan oblast, Krasnodar Krai, Kursk oblast, Lipetsk oblast, Nizhny Novrogod oblast, Orel oblast, Penza oblast, Republic of Kabardino Balkaria, Ryazan oblast, Stavropol krai, Tambov oblast, Volgograd oblast, Voronezh oblast), Sweden, Switzerland, Ukraine, UK), Indian Ocean (Mauritius), Pacific Ocean (American Samoa, USA (Hawaii))).
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) | 0.003 | 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".