Groups work to stop zebra mussel spread to U.S.
Bibliographic record
Abstract
Environmental groups are working to stop an invasive mollusk from reaching the U.S. shores of a lake that borders Canada and Vermont. The Caledonian Record reports that the Memphremagog Conservation Inc. has confirmed the presence of zebra mussels in Magog Bay near Lake Memphremagog in Canada. Environmental groups are trying to keep an invasive mollusk from reaching the U.S. shores of a lake that borders Canada and Vermont.The Caledonian Record says the Memphremagog [mem-free-mey-gog] Conservation has confirmed the presence of zebra mussels in a bay near Lake Memphremagog in Canada.Zebra mussels can clog pipes, and their feeding habits can disrupt the local food chain.Vermont has awarded the city of Newport $17,000 in grants for a high-tech boat washing station to help prevent the mussels from spreading.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.105 | 0.041 |
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; both teacher heads agree on what is shown here.
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".