Cracking Complex Taxonomy of Costa Rican Moths:<i>Anacrusis</i>Zeller (Lepidoptera: Tortricidae: Tortricinae)
Bibliographic record
Abstract
Remarkably similar forewing patterns, striking sexual dimorphism, and rampant sympatry combine to present a taxonomically and morphologically bewildering complex of five species of Anacrusis tortricid moths in Central America: Anacrusis turrialbae Razowski, Anacrusis piriferana (Zeller), Anacrusis terrimccarthyae, n. sp., Anacrusis nephrodes (Walsingham), and Anacrusis ellensatterleeae, n. sp. Morphology and DNA barcodes (i.e., the mitochondrial gene COI) corroborate the integrity of the five species, all of which have been reared from caterpillars in Area de Conservación Guanacaste (ACG) in northwestern Costa Rica. These species are polyphagous, with larval foodplants spanning many families of flowering plants. In ACG they occupy different forest types that are correlated with elevation.
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 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) | 0.001 | 0.001 |
| 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) | 0.001 | 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 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".