Bibliographic record
Abstract
Cotalpa subcribrata Wickham 1905 in Colorado (Scarabaeidae: Rutelinae) (Fig. 54–56) In his revision, Saylor (1940) reported this species from Kansas only. Young (2002) described its distribution as “Central Kansas (Sand Hills State Park) to Cimarron County, Oklahoma (North Canadian River).” In my catalogue of literature records of Colorado Scarabaeoidea (Krell 2010), I missed Hardy’s (1991) listing of this species from Colorado. No locality was given by Hardy. I am unaware of any further published records of this species beyond Hardy’s single state record, but its occurrence in eastern Colorado was expected as it was found in Keith County, Nebraska (Ratcliffe and Paulsen 2008), which borders Sedgwick County, Colorado. Material examined. BENT CO.: 2 miles south of Hasty [38°04.5′ N, 102°56′ W], 05.v.1977, flying in the evening, leg. U. Lanham and P. Byron (21 spm., UCMC). LINCOLN CO.: Hugo [39°08′ N, 103°28′ W], 22.v.1939, leg. L. Triplet (1 spm., CSUC). LOGAN CO.: County Road 12, 17 km east of Atwood, 40°30′39″ N, 103°04′01″ W, 1389 m, 27.v.2024, photo record on iNaturalist. MORGAN CO.: Northwest of Brush [ca. 40°17.5′ N, 103°40′ W], 01.vi.1937, leg. E. Christensen (1 spm., UCMC). – 2 miles NW Fort Morgan [40°17′ N, 103°50′ W], 30.v.1963, leg. U. N. Lanham (1 spm., UCMC). – East of Wiggins [ca. 40°14′ N, 104°02′ W], 31.v.1987, leg. S. Swain (1 spm., UCMC). PROWERS CO.: 3 miles north of Lamar [38°09′ N, 102°37′ W, ca. 1125 m], 21.v.1986, leg. P. Opler (1 spm., CSUC). – Lamar [ca. 38°05′ N, 102°37′ W], 04.v.1997, leg. D. Leatherman (7 spm., CSUC). SEDGWICK CO.: Julesburg [ca. 40°59′ N, 102°16′ W] (1 spm.), 09.vi.1968, leg.B. or R. Stiffler, 1 spm. at light (2 spm., HICASU). WASHINGTON CO.: 10 miles north of Akron [ca. 40°18′43″ N, 103°12′46″ W, 1360 m], 09.vi.1990, leg. P. A. Opler (1 spm., CSUC, CSU_ENT1243220, Fig. 54–55). WELD CO.: Brighton, 40°03′43″ N, 104°43′14″ W, 1541 m, 17.v.2022, photo record on iNaturalist. – Firestone [ca. 40°06.5′ N, 104°56′ W], vi.1994, leg. A. Kraeski (1 spm., DMNS). – Platteville [40°13′ N, 104°49′ W, ca. 1470 m], 26.v.1932, “Colo 5097 / Agr. Coll.” (2 spm., CSUC). – Roggen, 25.vi.1920, willows at dunes [ca. 40°12′ N, 104°23′ W], leg. J. Henderson (2 spm.), 1930, leg. H. G. Rodeck (1 spm.), 14.v.1934 (1 spm.) (UCMC). Distribution in Colorado (Fig. 56). All records are from the Western short grasslands, most along the South Platte and Platte Rivers and along the Arkansas River in Prowers and Bent Counties. The record from Hugo, Lincoln County, is the only one distant from main rivers, but Big Sandy Creek is close to Hugo, while often not water-bearing on the surface. Phenology. Adults were found in May and June.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.093 | 0.007 |
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; both teacher heads agree on what is shown here.
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".