Paralytic Shellfish Poisoning on French Mediterranean coast in the autumn of 1998: as a causative agent Alexandrium tamarense
Bibliographic record
Abstract
Analysis of the main PSP toxins was performed using the post-column oxidative fluorescence method of Oshima et al. (1995) with slight modifications. Toxins were separated by reversed phase chromatography using a C8-silica column (5 μm Develosil, 4.6 mm i.d. x 250 mm) with a flow rate of 0.8 ml/min. Toxins were quantified in duplicate with certified toxin standards (PSP-1B) provided by the NRC (Institute for Marine Biosciences, Halifax, Canada). Two Gonyautoxins (B1, B2) and C-toxins were detected and quantified using acid hydrolysis (HCl 0.4N, 97°C, 5 min.) as indicated by Franco & Fernandez 1993. Mytilus edulis galloprovincialis Crassostrea gigas Ruditapes decussatus
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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 | 0.001 | 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) | 0.031 | 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".