Surveys of Bees (Hymenoptera: Apoidea: Anthophila) in Natural Areas of Alachua County in North-Central Florida
Bibliographic record
Abstract
Bee surveys were conducted in Alachua County, Florida, at 1 to 6 sites within each of 4 natural areas including 2 large state preserves. Bees were collected passively with colored cups and actively with nets. A total of 2,590 bees were captured belonging to 34 genera and 111 species. Of the 5 bee families found, Apidae was represented by the most species, whereas the 6 most numerous species were Halictidae. Six species are new state records for Florida. Males of the rarely-collected Florida endemic bee Stelis ater Mitchell were discovered, and this species is reported for the first time as a cleptoparasite of Osmia chalybea Smith, confirmed by rearing from trap nests. Other potential new host-parasite associations are discussed. Bee species lists and ecological patterns are compared with those from previous surveys in southern Florida. Distinctive characteristics of the north-central Florida bee fauna are discussed including the presence of both northern and peninsular species, subspecies, and populations.
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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 | 0.001 | 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) | 0.001 | 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".