Polybrominated diphenyl ethers in Baltic herring from Estonian waters, 2006–2008
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
Concentrations of polybrominated diphenyl ethers (PBDEs) in Baltic Sea herring Clupea harengus membras L. collected from Estonian coastal waters are reported. In the period 2006–2008 the total PBDE concentrations (ΣPBDE, sum of 15 congeners) in Baltic herring varied between 0.57 and 4.08 ng g −1 fresh weight. Highest ΣPBDE concentrations were in a 2007 sample from the mouth of the Gulf of Finland and in a 2007 sample from the Gulf of Riga. The former contained a high concentration of BDE 209 (16.3 ng g −1 ) and in the latter this congener was the second most abundant. It is not clear whether the BDE 209 concentration in the Gulf of Finland sample is not an artefact and this value was not included in the above range. The PBDE concentrations increased with the age of herring are similar to those reported in [1] in fish collected in the Bothnian Sea in 2002 and did not increase between 2002 and 2008. The majority of concentrations in herring from the Estonian coastal zone was <1.0 ng g −1 fresh weight. The PBDE congener profiles varied regionally as well as with age of the fish. The main congeners were mostly the BDEs 47, 99, and 100. Some of the variations probably caused by measurement artefacts.
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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 | 0.000 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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