Schneider's Creek/Grand River Northern Pike Annual Fish Lift
Bibliographic record
Abstract
Movement of northern pike from the Grand River in Kitchener, Ontario, Canada to spawning areas in tributary creeks is directly related to reproductive success and production. Limited populations of northern pike exist in the Grand River, although specimens as large as 120cm have been observed. For several years, we have observed pike congregating below a river barrier in late March in Schneider's Creek, Kitchener. We have conducted research at this area since 2004, and in 2006, Biotactic initiated a manual pike lift project to facilitate passage of prespawn condition northern pike. In 2006, we used precision angling to capture 8 gravid female and ripe male pike in only 2 hrs. We then carefully transported them upstream from the barrier at Old Mill Road. These fish rapidly moved upstream, presumably to spawn. If this project is a success, it will be revealed by significant numbers of spawning condition pike returning to natal spawning areas beginning in about 2008/2009. Until now, no more than 25 pike have been observed in congregations below this barrier.
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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 | 0.001 | 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) | 0.007 | 0.001 |
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".