Association of the gonyaulacoid dinoflagellate Alexandrium ostenfeldii with spirolide toxins in size-fractionated plankton
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Spirolides are pharmacologically active macrocyclic imines discovered in shellfish and plankton size-fractions collected from near-surface waters along the southeastern coast of Nova Scotia (NS), Canada. These compounds are most prevalent in the water column within plankton size-fractions from 21 to 56 μm during late spring. Analysis of bulk plankton material by liquid chromatography combined with ion-spray mass spectrometry indicated that gonyaulacoid dinoflagellates were domin-ant members of the plankton assemblage in these fractions when spirolides were abundant at Graves Shoal, NS, but that spirolides disappeared from the water column after a shift to diatom dominance. Spirolide composition in the plankton was rather consistent over time and among different sizefractions within a site, but the profile was radically different between sites in Nova Scotia. At Ship Harbour, NS, spirolides A, B, C and desmethyl-C were the major constituents, whereas at Graves Shoal, the primary spirolide derivatives were B, D and an isomer D2. Correlation analysis of spirolide abundance and the occurrence of particular taxa in size-fractionated plankton showed that the highest correlations were with Alexandrium species (r2 = 0.93) and GB42 cells (r2 = 0.83). These latter cells are now recognized as athecate forms of gonyaulacoid dinoflagellates, primarily of Alexandrium ostenfeldii. By analysis of size-fractionated plankton and comparison with cultured plankton isolates from spirolide-rich areas, we have substantiated the primary role of A. ostenfeldii as the source of spirolides in the water column.
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.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it