Bibliographic record
Abstract
Key to the species of Ceraturgus Wiedemann occurring in North America north of Mexico 1 Third flagellomere long, as long as or longer than scape and pedicel combined, densely covered with long pubescence ........................................................................subgenus Ceraturgus Wiedemann. ..................2 - Third flagellomere short, about as long as scape, densely covered with short pubescence .. subgenus Ceraturgopsis Johnson. .....................................................................................................................................8 2 Larger species, rarely under 16 mm long; wings distinctly infuscated, especially anteriorly, near base; male prothoracic pulvilli brown, female pulvilli yellow.............................................................................3 - Smaller species, rarely over 14 mm long, wings mostly or completely hyaline, or only lightly uniformly infuscated; male and female pulvilli all yellow...........................................................................................6 3 Face white or pale yellow pollinose; mystax white; third flagellomere much shorter than first flagellomere; scutellar margin with many moderately strong bristles as long as or longer than scutellum; hind tibia and tarsus black, often lighter at articulations; wings lightly infuscated at base; abdominal tergites 2–3 with white posterior pollinose bands produced forward at lateral margins; Pennsylvania and Florida west to Nebraska and Texas............................................................. Ceraturgus (Ceraturgus) mitchelli Brimley - Face golden pollinose; mystax yellowish brown to brown; third flagellomere about as long as or longer than first flagellomere; scutellar margin with only very weak hair-like setae shorter than or equal to length of scutellum; all tibiae and tarsi yellow; wings infuscated throughout, especially at base; abdominal tergites 2–3 with yellow posterior pollinose bands not produced forward at lateral margins .......................... 4 4 Postalar callus mostly shining brown, with small patch of golden pollen posteromesially; abdominal tergites 1–3 usually with posterior pollinose bands; band on tergite 1 usually complete; bands on tergites 2–3 usually broken in middle; tergite 4 sometimes with pollinose patch in posterolateral corner, rarely with complete posterior band; tergite 5 rarely with pollinose patch in posterolateral corner; tergites 6–7 lacking pollen; sternites 2–6 mostly devoid of pale pollen, but sternite 2 or sternites 2–3 sometimes with posterolateral pale yellow pollinose patches; Pennsylvania and Georgia west to Oklahoma and Texas.................. ........................................................................................... Ceraturgus (Ceraturgus) elizabethae Brimley - Postalar callus mostly white to golden yellow pollinose; abdominal tergites 1–6 or 1–7 with complete posterior pollinose bands; sternites 2–6 almost completely pale pollinose or with broad posterior pale yellow pollinose bands............................................................................................................................................5 5 Male face white tomentose; male mystax sordid white; female face pale golden tomentose; female mystax golden yellow; frons mostly white or pale yellow pollinose, except at midline; postgena, stipes and palpi with dense vestiture of white hair-like setae; male sternites 2–6 almost completely white pollinose; female sternite 2 completely or almost completely yellow pollinose; Midwest........................................................ ........................................................................................................ Ceraturgus (Ceraturgus) cruciatus (Say) - Male and female face rich golden tomentose laterally, brown centrally; male and female mystax brown or bronze; frons mostly shining dark brown, except for golden brown pollinose band along inner eye margin; postgena, stipes and palpi with dense vestiture of dark brown or black hair-like setae; male sternites 2–6 mostly brown, with elongate yellow pollinose patches in posterolateral corners; female sternite 2 with complete or broken posterior yellow pollinose band; southern Ontario, Maine and South Carolina west to Michigan and Mississippi......................................................... Ceraturgus (Ceraturgus) fasciatus Walker 6 Occipital setae golden; femora and tibia mostly yellow with dark brown or black apices; small species; rarely over 11 mm long; Massachusetts to Georgia and Michigan ............................................................... .......................................................................................... Ceraturgus (Ceraturgus) aurulentus (Fabricius) - Occipital setae black; femora wholly dark brown or black; tibiae variable; larger species, usually over 12 mm long......................................................................................................................................................7 7 Tibiae mostly yellow, dark brown or black apically; Vermont and Massachusetts west to New York and West Virginia ................................................................................. Ceraturgs (Ceraturgus) similis Johnson - Tibiae black; North Carolina, South Carolina, Georgia, and Tennessee ....................................................... ................................................................................................. Ceraturgus (Ceraturgus) nigripes Williston 8 Scutum white pollinose laterally and posteriorly; smaller species, rarely over 14 mm long; wings nearly hyaline; femora, tibiae, and tarsi dark brown to black; female abdominal tergites 1–5 with white posterior pollinose band; Texas and Oklahoma ..................... Ceraturgus (Ceraturgopsis) oklahomensis (Bromley) - Scutum yellow or white pollinose laterally and posteriorly; larger species, usually over 14 mm long; wings distinctly infuscated; femora, tibiae, and tarsi yellow to reddish brown; female abdominal tergites 1–5 or 1–7 with yellow posterior pollinose bands; southeastern United States ..........................................9 9 Dark brown, non-pollinose areas of the scutum lacking hair-like setae, except for a narrow median longitudinal line and prescutellar patch of short, reclinate, golden hair-like setae; male sternites 1–7 mostly covered with yellow pollen; only female abdominal tergites 1–5 with yellow posterior pollinose bands; female tergites 6–7 shining; larger species, 17.9–19.5 mm long; southeastern United States ...................... .................................................................................... Ceraturgus (Ceraturgopsis) cornutus (Wiedemann) - Scutum covered with short, reclinate, golden hair-like setae throughout, including non-pollinose areas; male sternites 1–2 mostly covered with yellow pollen; male sternites 3–7 mostly shining brown, with yellow pollinose lateral and posterior margins; female abdominal tergites 1–7 with yellow posterior pollinose bands; smaller species, 13.7–17.6 mm long; Florida ............. Ceraturgus (Ceraturgopsis) johnsoni Martin
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 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; 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".