Bibliographic record
Abstract
ALAPTUS Westwood, 1839 (Figs 14–18) Alaptus Westwood, 1839: 79. Type species: Alaptus minimus Westwood, 1839, by monotypy. See Huber et al. (2020) for generic synonyms and their type species. Diagnosis. Antenna with funicle 5-segmented (Fig. 15); supraorbital trabecula with alternating sclerotized and unsclerotized sections (Figs 14a, 17); mandible with 2 teeth; head posteriorly with curved horizontal sulcus medially dorsal to foramen (Fig. 14b); fore wing posterior margin with an abrupt, recurved notch behind venation and, thereafter, posterior margin almost straight and gradually diverging from anterior margin almost to wing apex (Fig. 16); petiole much wider than long and almost indistinguishable from propodeum or gt 1 (Figs 17, 18); mesophragma projecting into gaster; gt 1 longitudinally divided medially (Fig. 17). Male flagellum 8-segmented. Remarks. Alaptus belongs to the Alaptus group of genera. Among these, Alaptus is the only genus with the funicle 5-segmented. Males have the flagellum 8-segmented (at least 9 segments in other genera of the group). Neotropical hosts. Psocoidea: Caeciliusidae. Important reference. Triapitsyn (2017).
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 0.004 |
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".