Design of a Portable Streamside Rearing Facility for Lake Sturgeon
Bibliographic record
Abstract
Abstract A portable streamside rearing facility was designed and used by the Little River Band of Ottawa Indians during efforts to rehabilitate a remnant population of lake sturgeon Acipenser fulvescens in the Big Manistee River, Michigan, beginning in 2004. The streamside rearing facility facilitates rearing of wild-caught lake sturgeon larvae in their natal water. This rearing approach provides a cost-effective technique for small batch rearing, incorporates aspects of genetic conservation, and addresses concerns about imprinting and spawning site fidelity. This rearing method may be an important management tool for restoring remnant lake sturgeon populations. Successful rearing of lake sturgeon during the first 3 years of operation indicates that this portable design may be adapted and modified for other locations and fish species. Other management agencies in the Great Lakes basin are currently using this technology for lake sturgeon rehabilitation because of the demonstrated operational success of this facility.
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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) | 0.000 | 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".