Bibliographic record
Abstract
Genus * Bychovskiata Dubinin Bychovskiata subcharadrii Dubinin, 1951 Material examined. Ex Himantopus mexicanus (Müller) (Charadriiformes: Recurvirostridae): 1 male and 4 females, Dept. Valle del Cauca: Jamundí, Hacienda El Castillo, 13 January 1983, coll. L.F. Villota, UV No. 4899. Hosts and distribution. This species was described ex Himantopus himantopus (Linnaeus) (Charadriiformes: Recurvirostridae) from Russia (Barabinsk steppe) (Dubinin 1951). This mite is distributed world wide on almost all species of the genera Himantopus and Recurvirostra including H. melanurus Vieillot from Argentina (Buenos Aires), H. leucocephalus Gould from Indonesia (Celebes), H. meridionalis Brehm from Mozambique (Bela Vista), H. mexicanus from USA (Florida), H. ceylonensis Whistler from Ceylon, H. novaezeelandiae Gould from New Zealand, H. himantopus from Kazakhstan (Kyzyl Orda region), R. avocetta Linnaeus from Kenya (Koroli), Egypt (Helonan), R. americana Gmelin from Canada (Alberta) and the USA (Texas), R. andina Philippi and Landbeck from Bolivia (Oruro) (Mironov & Dabert 1997), ex H. himantopus from Cuba, Cameroon, Congo, and South Africa (Č erný 1967; Gaud 1972), and ex Haematopus o. ostralegus Linnaeus (Charadriiformes: Haematopodidae) from Italy (Manilla et al. 1994).
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.035 | 0.022 |
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".