Bibliographic record
Abstract
sabroskyi Steyskal, 1938: 8, pl. 2, figs. 1–2 (hypandrial process, ♀ sternite 8) HT: ♂ United States, Kansas, Manhattan, 24.V.1932, C.W. Sabrosky. USNM, No. 101284 AT: ♀ United States, Kansas, Manhattan, 14.V.1932, C.W. Sabrosky Note: Holotype and allotype were published as being in the collection of C.W. Sabrosky [was the allotype transferred to USNM?] PT: Sex and specific dates and collectors given but numbers of specimens not given. The specimens indicated below as being in the collections of GCS (= George C. Steyskal) or CWS (= Curtis W. Sabrosky) were transferred to USNM. ♂ (16.IV.1917 – 18.X.1935). Iowa: Henry Co. (Iowa Wesleyan College). ♀ (8.III–30.X.1934). Kansas: Manhattan (GCS, UMMZ), Ottawa Co. (GCS), Saline Co. (CWS), Stafford Co. (UMMZ). Texas: College Station (TAMU); Dallas Co. (UMMZ); McAllen, San Benito, 9.6 and 16 km n. Brownsville (CWS); Burleson Co. (TAMU); Hidalgo Co. (TAMU); Panipa (TAMU); Victoria (USNM) DIST: GUATEMALA (Totonicapán: San Cristóbal). MEXICO (Chiapas: San Cristóbal de las Casas, Teopisca; Chihuahua; San Luis Potosí: Huehuetlán (Huichihuayán); Tamaulipas). Also UNITED STATES. Map: Valley & Berg 1977 Note: Valley & Berg (1977) were unable to confirm Bath’s 1964 identification of specimens from Mexico (Chiapas: San Cristóbal de las Casas) FIGS: Steyskal 1954b (♂ terminalia, hypandrial process, ♀ sternites), Orth 1991 (hypandrium) BIOL: Valley & Berg 1977. BG: 11; PG: 1 HOSTS/PREY OF LARVAE: Seven species in six genera of nonoperculate freshwater snails (Biomphalaria, Galba, Gyraulus, Helisoma, Physella, Stagnicola) IMMATS: Valley & Berg 1977 (L1–L3, P) CHR: Boyes et al. 1969 (karyotype) sabroskii Steyskal of Jaques 1939: 283, error
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.005 |
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".