Levantamento e flutuações populacional de coleópteros em vegetação do cerrado da baixada cuiabana, MT.
Bibliographic record
Abstract
Este trabalho tem por objetivo avaliar qualitativa e quantitativamente as espécies de coleópteros que ocorrem associados à vegetação de cerrado na baixada cuiabana. Em uma área de preservação permanente, foram instaladas, a 1,5 m do nível do solo, seis armadilhas de impacto, modelo escolitídeo-Curitiba, iscadas com álcool. Foram capturados 2.111 indivíduos, distribuídos em oito famílias, 24 gêneros e 37 espécies. As espécies mais representativas foram: Hypothenemus obscurus (Fabricius), 1801; Cryptocarenus heveae (Hagedorni), 1912; Cryptocarenus diadematus Eggers, 1937; Cryptocarenus seriatus Eggers, 1933 e Hypothenemus eruditus Westwood, 1836. Ocorreram, dezenove espécies dominantes, cinco constantes, 21 acidentais e dezoito raras. O índice de diversidade foi considerado alto (H' = 0,77), mostrando um ambiente, ainda, ecologicamente equilibrado.
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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) | 0.001 | 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".