ANT FAUNA ASSOCIATED WITH AREAS UNDER THE DIRECT IMPACT OF SMALL HYDROPOWER PLANTS IN THE STATE OF PARANÁ, BRAZIL
Bibliographic record
Abstract
Ants can be important tools to assess the conditions of a given environment,as well as to monitor restoration of degraded areas. This study evaluated therichness and abundance of ant assemblages associated with areas directlyimpacted by the construction of small hydropower plants in the State ofParaná. To survey the ant fauna, samples were collected in September 2014and January 2015 using pitfall and malaise traps. The association of the antfauna composition with fragments and seasonality was analyzed by detrendedcorrespondence. Fifty-eight species of ants were registered. The subfamilyMyrmicine and the genus Camponotus were the most abundant (S= 25, S = 10, respectively). The removal of vegetation and formation of lakes inthe directly affected area cause impacts that can be monitored based on theresults of this study.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".