Tupiperla gracilis Burmeister 1839
Bibliographic record
Abstract
Tupiperla gracilis (Burmeister 1839) Material examined: BRA, ES, Municipality of Santa Teresa, District of Nova Lombardia, Sitio Capitel de Santo Antônio, Córrego Grande, Pinguela, S19°52'16.0" W40°31"43.1", 718 m, light trap, 19.ii.2009, 1 male and 1 female, FFST, CZNC. BRA, ES, Municipality of Santa Teresa, District of Nova Lombardia, waterfall close to the northeastern border of the RBAR, S19°52'30.9" W40°32"07.4", 769 m, light trap, 08.ix.2015, 1 female, FFST, CZNC. BRA, ES, Municipality of Santa Teresa, RBAR, stream along the road, close to small waterfall site, S19°53'20.6" W40°32'41.5", 803 m, light trap, 1 male and 1 female in 19.xi.2015, 1 female in 10.ix.2015, 1 female in 11.i.2016, FFST, CZNC. BRA, ES, Municipality of Santa Teresa, RBAR, small waterfall near road, upstream site, S19°52'30" W40°32'07", 900 m, light trap, 09.xii.2015, 1 female, FFST, CZNC. Remarks. This is a new record for Espírito Santo State, BRA.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.023 | 0.005 |
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".