Bibliographic record
Abstract
The GlobalHAB mini-symposium on automated plankton observations. Bengt Karlson, Elisa Berdalet & Raphael M Kudela…………………………………………………………………………………………..………………………………………1 High-Biomass HABsarmful Algal Blooms (HB-HAB) in the Chilean Fjord System: Lepidodinium chlorophorum Guido Mancilla-Gutiérrez, Patricio A Díaz, Iván Pérez-Santos, Cécile Pujol, Camila Schwerter, Robinson Altamirano, Sara Arenas-Uribe, Pilar Navarro & Gonzalo S Saldía ….……………………………………………………………5 Seaweeds of Rangitāhua hide toxic dinoflagellates. Roberta D’Archino, Wendy Nelson, Lesley Rhodes, Kirsty Smith, Lucy Thompson, Tomohiro Nishimura & Tom Trnski………………………………………………………………………………………… 7 First isolation of toxin-producing benthic dinoflagellates from the Kingdom of Tonga, including the ciguatera causing genus Gambierdiscus Phoebe A Argyle, Islay D Marsden, Lesley L Rhodes, Kirsty F Smith, J Sam Murray, D Tim Harwood & Tuikolongahau Halafihi………..………………………………………..………………………………………9 Aotearoa New Zealand – Japan joint research project on mapping the predicted distribution of ciguatera poisoning-related benthic dinoflagellates after forecasted global warming Tomohiro Nishimura, Kirsty F Smith, Lesley L Rhodes, Dana K Briscoe, John K Pearman, Haruo Yamaguchi & Masao Adachi .……...………………..13 Human Dimensions of the Citizen Science Oceanography Program Operated by the Pacific Salmon Foundation, Canada Svetlana Esenkulova, Nicole Frederickson & Isobel Pearsall…..…………………………………………15 12th International Conference on Modern and Fossil Dinoflagellates Emilio Soler Onís…………………..…..17 DINO 12 Workshop on Sampling Methods for Benthic Dinoflagellates Juan Fernández-Zabala…………...18 XIV Iberian Meeting on Harmful Algae and Biotoxins (REDIBAL) Pedro Reis Costa & Ana Amorim…. …19 ICES-IOC Working Group on Harmful Agal Bloom Dynamics Meeting Dave Clarke…….………………20 CARMINA Project Philipp Hess, Aurelie Boisnoir, Nicolas Chomerat & Pat Tester………..…………………………………21 Invitation to ICHA 2023 in Hiroshima……….………………………………………………………………………………………………………………….……………22 NEW !! 19 ICHA Proceedings …………………………………………………………….……………………………..23
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 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 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.144 | 0.077 |
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".