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Fungal Planet description sheets: 1478–1549
P.W. Crous, E R Osieck, Roger G. Shivas, Yu Pei Tan, S.L. Bishop-Hurley, Fernando Esteve-Raventós, Ellen Larsson, Janet Jennifer Luangsa-ard, F. Pancorbo, Sergey Balashov, I.G. Baseia, Teun Boekhout, S. Chandranayaka, Don A. Cowan, Rhudson Henrique Santos Ferreira da Cruz, Paweł Czachura, S. De la Peña-Lastra, Francesco Dovana, B. Drury, Jack W. Fell, Adam Flakus, Rashmi Fotedar, Ž Jurjević, Anna Kolecka, J. Mack, Gillian Maggs‐Kölling, S. Mahadevakumar, Ana Mateos, Suchada Mongkolsamrit, Wasana Noisripoom, Maria Pilar Plaza, David P. Overy, M. Pitek, Marcelo Sandoval‐Denis, Jukka Vauras, Michael J. Wingfield, S.E. Abell, Abdollah Ahmadpour, Alexander Akulov, Fatemeh Alavi, Zahra Alavi, A Altés, Pablo Alvarado, G. Anand, Nikhil Ashtekar, Boris Assyov, Guilhem Banc‐Prandi, Kairo Dourado Barbosa, Gabriel Ginane Barreto, Jean‐Michel Bellanger, José Luiz Bezerra, D. Jayarama Bhat, Piotr Bilański, T. K. Bose, Fuat Bozok, J. Chaves, Diogo Henrique Costa‐Rezende, C. Danteswari, Валерій Дармостук, G. Delgado, Sandra Denman, Aleš Eichmeier, Javier Etayo, Guillaume Eyssartier, Sarah Faulwetter, K. G. Greeshma Ganga, Youbert Ghosta, Jaeduk Goh, Jefferson dos Santos Góis, David Gramaje, Lior Granit, Marizeth Groenewald, Gro Gulden, Luís Fernando Pascholati Gusmão, Almuth Hammerbacher, Zeinab Heidarian, Nigel L. Hywel‐Jones, Robert Jankowiak, Malarvizhi Kaliyaperumal, Oğuzhan Kaygusuz, Kezhocuyi Kezo, Artit Khonsanit, S. Kumar, Chang-Hsin Kuo, Thomas Læssøe, K. P. DEEPNA LATHA, M. Loizides, Shezhou Luo, Jose G. Maciá‐Vicente, P. Manimohan, P.A.S. Marbach, Paulo Marinho, Thomas S. Marney, Guilhermina Marques, M P Martín, A.N. Miller, Francesca Mondello, Gabriel Moreno, K.T. Mufeeda, Hye Yeon Mun, Thomas Nau, Tiphany Nkomo, Alicja Okrasińska, J.P.A.F. Oliveira, Rafael L. Oliveira, Darwin Ortiz, Julia Pawłowska, M.À. Pérez-De-Gregorio, A.R. Podile, António Portugal, N. Privitera, Kunhiraman C. Rajeshkumar, I. Rauf, B. Rian, A. Rigueiro‐Rodríguez, Gonzalo Rivas‐Torres, Pamela Rodriguez‐Flakus, M. Romero-Gordillo, Irja Saar, Malka Saba, Clarisse do Carmo Santos, P. V. S. R. N. Sarma, J.L. Siquier, Ihab Jomaa, Milan Špetík, Kandikere R. Sridhar, Monika Stryjak‐Bogacka, Katarzyna Szczepańska, H. Taşikn, Danushka S. Tennakoon, D. Thanakitpipattana, João Trovão, Ayla Türkekul, A.L. van Iperen, Pieter van ’t Hof, G. Vasquez, Cobus M. Visagie, Brenda D. Wingfield, P.T.W. Wong, W.X. Yang, Mahmut Yarar, O. Yarden, Neriman Yılmaz, N. Zhang, Yuwen Zhu, J.Z. Groenewald
Bibliographic record
VenuePersoonia - Molecular Phylogeny and Evolution of Fungi · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant Pathogens and Fungal Diseases
Canadian institutionsAgriculture and Agri-Food Canada
FundersUniversity of North Carolina at Chapel HillUniversidad San Francisco de QuitoTurun YliopistoUniversidade de Santiago de CompostelaGalapagos Science CenterÅbo AkademiGöteborgs UniversitetSan Francisco State University
KeywordsAstronomyAstrobiologyPhysics
Abstract
OpenAlex records an abstract for this work, but it could not be fetched just now.
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.
metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.863
Threshold uncertainty score0.827
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.
Opus teacher head0.009
GPT teacher head0.211
Teacher spread0.202 · how far apart the two teachers sit on this one work
Validation status
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.
The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical
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".
Quick stats
Citations107
Published2023
Admission routes2
Has abstractyes