Bibliographic record
Abstract
Genus Japanagromyza Sasakawa, 1958 (Fig. 8) Japanagromyza Sasakawa, 1958: 140. TYPE SPECIES. — Agromyza duchesneae Sasakawa, 1954. REMARKS A total of 12 female specimens belonging to the genus Japanagromyza were collected on the Mitaraka massif, representing four morphospecies (Boucher & Pollet 2021) (Fig. 8 A-D). All these species have a metallic sheen characteristic of the genus. However, most of the Mitaraka Japanagromyza species (Japanagromyza MIT-2; J. Mit-3 and J. Mit-4) lack the prsc normally present in this genus. Out of the 35 species of Japanagromyza recorded in the Neotropical region, (treating J. iridescens (Frost, 1936) and J. inaequalis (Malloch, 1914) as two distinct species [Spencer & Stegmaier 1973]), only five species (J. aldrichi (Frick, 1952); J. lonchocarpi Boucher, 2006; J. polygoni Spencer, 1973; J. desmodivora Spencer, 1966 and J. tingomariensis Sasakawa, 1992) lack these setae. Unfortunately, without male specimens the identification of the Mitaraka specimens could not be confirmed.
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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) | 0.001 | 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 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".