Florida’s Shad and River Herrings\n(Alosa species): a review of Population\nand Fishery Characteristics
Bibliographic record
Abstract
Of the six shad and river herring species (Clupeidae:Alosa species) found in North America, five occur inFlorida (Figure 1), more than in any other state in theU.S. These species, with one possible exception, areanadromous (i.e., they move from salt water to freshwater to spawn). On Florida’s Atlantic coast, there arethree species: American shad (Alosa sapidissima), hickoryshad (A. mediocris), and blueback herring (A.aestivalis). Two species are present on Florida’s gulfcoast: Alabama shad (A. alabamae) and skipjack herring(A. chrysochloris).The Atlantic species range northwardfrom Florida to as far as Canada, and the gulf speciesrange westward to Louisiana. This document summarizes information about Florida’s populations of Alosa speciesand discusses the status and trends of those populations. (26pp.)
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.029 | 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".