Polychlorinated biphenyl elimination rates and changes in chemical activity in hibernating amphibians
Bibliographic record
Abstract
The present study examined polychlorinated biphenyl (PCB) elimination rates in overwintering green frogs (Rana clamitans) to determine if changes in chemical activity occurred during hibernation. Adult green frogs were dosed with a 1:1:1 ratio of Aroclors 1248:1254:1260 in sunflower oil and allowed to enter into hibernation. Frogs were collected at four time points over the course of 85 days. Significant PCB elimination rates ranged from 0.0027 to 0.0376 d(-1). A negative correlation was found between K(OW) and elimination rate. Over the course of the present study, a decrease in total body percent lipid was measured. There was an overall increase in fugacity of higher K(OW) compounds corresponding to the relatively rapid decrease in lipid content. Congeners in metabolic group 2 (meta-para vicinal hydrogen atoms) were preferentially eliminated over those in metabolic group 3 (ortho-meta vicinal hydrogen atoms), suggesting that biotransformation was occurring during hibernation. It was concluded that metabolic activity during hibernation, associated with water temperature, was sufficiently high to reduce lipid concentrations and increase chemical activity in emerging adults.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".