Levantamento e flutuações populacional de coleópteros em vegetação do cerrado da baixada cuiabana, MT.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.006 |
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 it