Bibliographic record
Abstract
Philoplitis adustipalpus Ahmad, 2005: 1736. Holotype: ♀, INDIA (Zoology Department, Aligarh Muslim University). Not examined. Diagnosis. This species is the only known one with palpi completely brown, and it also has the shortest metatibial spurs, the inner one being 0.45× the length of the basitarsus (> 0.50 in all other species). It is separated from P. coniferens by the combination of black color and shorter length/width ratio of mediotergite 1; from P. striatus by its smooth mediotergite 2, much shorter tergum 3 and shorter inner metatibial spur (compared to length of both basitarsus and outer spur); from P. masneri by the color of mediotergite 2 and its length/apical width ratio; and from P. punctatus by the length of inner metatibial spur and shape of mediotergite 2. Comments. This is the only species for which we were not able to study specimens. It was described from two females collected in northern India (Uttar Pradesh). Based on the description and three figures provided by the authors (Ahmad et al., 2005) it is clearly separated from the closer species geographically (P. striatus, from southern India) as well from as the rest of the species within the genus.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".