UNESCO Harmful Algae News NO.56
Bibliographic record
Abstract
Is Gambierdiscus expanding its geographic range in the Pacific region?, Lesley Rhodes, Kirsty Smith, Tim Harwood, Sam Murray, Laura Biessy, Phoebe Argyle & Rex Munday ………………………………………………….1 Toxin production in lab-rat-diatoms (e.g. Pseudo-nitzschia) in the presence of copepods, Nina Lundholm & Sara Harðardóttir ………………………………………………………………………………………………5 Ecology of Alexandrium spp. in the Strait of Georgia, British Columbia, Canada 2015, Svetlana Esenkulova, Isabel Pearsall & Colin Novak……………………………………………………………………………………7 A clarification of three unnamed raphidophytes previously described from British Columbia, Rosemary Waters ………………………………………………………………………………………………………..9 IOC-IAEA guide for designing and implementing a plan to monitor toxin-producing microalgae ………10 Autumnal algal bloom succession in northern coasts of Gulf of Oman, Amir Ghazilou, Emad Koochaknejad, Hamid Ershadifar, Kamalodin Kor & Hossein Negarestan ………………………………………………………….11 6th Congress of the International Society for Applied Phycology (ISAP)………………………………...12 Nodularin accumulation in New Zealand shortfin eel from Lake Forsyth/Te Wairewa, Barbara Dolamore, Jonathan Puddick & Susie Wood ………………………………………………………………………………..13 The Scottish Coastal Observatory, Eileen Bresnan & William R Turrell ………………………..........................15 The “RedFAN”network: a working group to deal with HABs in Mexico, José Antolín Aké-Castillo, Ernesto García-Mendoza, Antonio Almazán-Becerril, Christine Band-Schmidt, José Bustillos-Guzmán,Sonia Quijano-Scheggia, Mary Carmen Ruíz-De La Torre, Aramis Olivos, Ivonne Santiago-Morales, Carlos Antonio Poot-Delgado & Erick Núñez-Vázquez……....................……...16 Caribbean Ciguatera Experts Discuss a Risk Management System for the IOCARIBE Region, J Ernesto Mancera-Pineda, Gustavo Arencibia-Carballo, Liliana Rodríguez-S & César Toro ……………………………………17 IOC/WESTPAC Scientists Shape the Future of Regional HAB Research, Hong Chang Lim, Mitsunori Iwataki, Wenxi Zhu, Chui Pin Leaw & Po Teen Lim ………………………………………………………………………..18 IOC-SCOR GlobalHAB Scientific Steering Committee Meeting…………………………………………19 ICES-IOC Working Group on Harmful Algal Bloom…………………………………………19 13th Session of the IOC Intergovernmental Panel on Harmful Algal Blooms ……………………………19 In memory of Paul Harrison, Hans W. Paerl, Kedong Yin & CoCurtis Suttle ……………………………………..20 Keynote Presenters announced for 11th ICMSS in Galway ………………………………………………21 11th International Conference on Modern and Fossil Dinoflagellates 2017 Gordon Research Conference on Mycotoxins & Phycotoxins ……………………………………...22 SAHFOS 4th International Marine Phytoplankton Taxonomy Workshop ……………………………………...22 IOC Qualifications in Identification and Enumeration of Harmful Marine Microalgae.………………….23 Session on Ciguatera at the 10 IPFC.………………….23 Taxonomic Note ………………………………………………………………………………….………..24 Oceanography special issue……………………………………………………….………..24
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.185 | 0.107 |
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".