Effect of wind speed and light intensity on reflex impairment of angled Smallmouth Bass (<i>Micropterus dolomieu</i>)
Bibliographic record
Abstract
Abstract We quantified effects of wind speed and sunlight on Smallmouth Bass (Micropterus dolomieu), a popular gamefish in North America, after catch‐and‐release (C&R) (n = 90) during August for various periods (0, 10, 30 and 90 s) in direct sunlight or shaded from direct sunlight. We evaluated change in skin temperature and reflex action mortality predictor (RAMP) scores. Changes in skin temperature were larger with increasing wind speeds and air exposure duration. Light intensity had no effect on skin temperature or RAMP. Generally, skin temperature decreased (i.e. colder) when wind speed exceeded ~5 km/h and increased (i.e. warmer) when wind speed was below ~5 km/h. Significantly, lower RAMP scores were associated with longer air exposure. Generally, Smallmouth Bass exposed to air for longer than 10 s were significantly more impaired prior to release. We recommend anglers reduce the time that large fish are exposed to air to reduce immediate reflex impairment.
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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".