New species and new records of leaf-miner flies (Diptera, Agromyzidae) from rainforest and inselberg at Mitaraka (French Guiana)
Bibliographic record
Abstract
Nouvelles espèces et nouvelles signalisations de mouches mineuses (Diptera, Agromyzidae) de la forêt tropicale et de l'inselberg de Mitaraka (Guyane). La faune des Agromyzidae Fallén, 1823 de Guyane n'a jamais été étudiée auparavant et seules cinq espèces bien connues et économiquement importantes ont été signalées dans cette région. Une expédition récente au massif du Mitaraka, une région largement inexplorée de la Guyane, a abouti à une diversité remarquable d'Agromyzidae. Cette étude fournit les premiers résultats du traitement taxonomique de ces Agromyzidae avec la description de huit nouvelles espèces: Agromyza mitarakensis Boucher, n. sp., Calycomyza inselbergensis Boucher, n. sp., Cerodontha pseudonigrihalterata Boucher, n. sp., Liriomyza touroulti Boucher, n. sp., Nemorimyza thanatos Boucher, n. sp., Phytobia corona Boucher, n. sp., Phytobia dalensi Boucher, n. sp., Phytobia pluviasilvae Boucher, n. sp. et la première signalisation de deux espèces néotropicales précédemment inconnues en Guyane: Calycomyza grenadensis Zlobin, 1996 et Phytoliriomyza jurgensi Spencer, 1983. Des diagnostics et des notes systématiques sont fournis pour chaque espèce ainsi que des photographies des habitus et des genitalia mâles. La faune des Agromyzidae de Guyane compte aujourd'hui 15 espèces décrites.
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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 | 0.001 | 0.001 |
| 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".