Systematics of Agrophaspidium, a new genus of Neotropical Chloropidae (Diptera)
Bibliographic record
Abstract
Agrophaspidium gen. n. is described for six species: Agrophaspidium flavimana sp. n. (type locality: La Selva, Costa Rica); Agrophaspidium hastatum Duda, 1930, comb. n. (type locality: Suiza de Turrialba, Costa Rica); Agrophaspidium minutum sp. n. (type locality: Gatun Lake, near Colón, Panama); Agrophaspidium monticola sp. n. (type species of genus; type locality: Monteverde, Costa Rica); Agrophaspidium pollinosum sp. n. (type locality: Portachuelo Pass, Venezuela); and Agrophaspidium psilotum sp. n. (type locality: Guanacaste National Park, Costa Rica). Agrophaspidium is distinguished from other Oscinellinae by the combination of an anteromedial-posterolateral arrangement of the vertical bristles, a dorsally flattened scutellum with four elongate marginal projections bearing stout bristles, and characters of the male genitalia (enlarged epandrium, branched surstylus, enlarged and modified cercus). Although the phylogenetic relationships of species within Agrophaspidium are resolved by morphological characters, the generic relationships to other Oscinellinae are unresolved.
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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 | 0.000 | 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 | 0.000 | 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 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".