Bibliographic record
Abstract
37. STENUS Latreille, 1797: 77 Stenus actephilus Benick, 1938: 273 [Stenus] Distribution: Guatemala, El Salvador, Costa Rica, Panama. Locality records: WITHOUT SPECIFIC DEPARTMENT: Without specific locality Newton 2019. Stenus alacer Casey, 1884: 135 [Stenus] Stenus fauvelianus Sharp, 1886: 646 [synonymized by Fauvel 1901b: 74] Distribution: USA, Mexico, Guatemala, Belize, El Salvador, Nicaragua, Costa Rica, Panama, Colombia, Venezuela. Locality records: SAN SALVADOR: Without specific locality Puthz 2006b: 650; WITHOUT SPECIFIC DEPART- MENT: Without specific locality Navarrete-Heredia et al. 2002: 249. Topographic zone: Interior valley. Stenus albipes Sharp, 1886: 664 [Stenus] Stenus densepunctatus L. Benick, 1938: 278 [synonymized by Puthz 1973: 50] Distribution: USA, Mexico, Guatemala, Belize, El Salvador, Honduras, Nicaragua, Costa Rica, Panama. Locality records: LA LIBERTAD: Argentina Farm Puthz 2017: 774; WITHOUT SPECIFIC DEPARTMENT: Without specific locality Navarrete-Heredia et al. 2002: 250. Topographic zone: Interior valley. Stenus colonus colonus Erichson, 1840: 699 [Stenus] Stenus arizonae Casey, 1884: 93 [synonymized by Puthz 1974: 162] Stenus championi Sharp, 1886: 642 [synonymized by Puthz 1974: 162] Stenus chapini Blackwelder, 1943: 211 [synonymized by Puthz 1971: 13] Stenus floridanus Casey, 1884: 95 [synonymized by Puthz 1974: 162] Stenus inermis Sharp, 1886: 642 [synonymized by Puthz 1967a: 140] Stenus interpres L. Benick, 1926: 264 [synonymized by Puthz 1974: 162] Stenus integer Casey, 1884: 94 [synonymized by Puthz 1974: 162] Stenus militaris Casey, 1884: 69 [synonymized by Puthz 1974: 162] Stenus obstrusus Casey, 1884: 92 [synonymized by Puthz 1974: 162] Stenus suspectus Blatchley, 1910: 408 [synonymized by Puthz 1974: 162] Stenus weiseri Bernhauer, 1927: 234 [synonymized by Puthz 1974: 162] Distribution: Canada, USA, Mexico, Guatemala, El Salvador, Costa Rica, Panama, Colombia, Peru, Bolivia, Argentina, Jamaica. Locality records: WITHOUT SPECIFIC DEPARTMENT: Without specific locality Navarrete-Heredia et al. 2002: 251; Puthz 2016: 1634. Stenus docilis Sharp, 1886: 653 [Stenus] Distribution: Guatemala, El Salvador. Locality records: LA LIBERTAD: Argentina Farm Puthz 2017: 763. WITHOUT SPECIFIC DEPARTMENT: Without specific locality Puthz 2006a: 3. Topographic zone: Interior valley. Stenus hostilis Sharp, 1886: 643 [Stenus] Distribution: Mexico, Guatemala, Honduras, El Salvador, Costa Rica, Panama. Locality records: SANTA ANA: Montecristo Puthz 2001: 11; WITHOUT SPECIFIC DEPARTMENT: Without specific locality Herman 2001d: 2217; Navarrete-Heredia et al. 2002: 253; Puthz 2016: 1633. Topographic zone: Northern mountains. Stenus macilentus Sharp, 1886: 647 [Stenus] Distribution: Mexico, Guatemala, Belize, El Salvador, Nicaragua, Costa Rica, Panama. Locality records: WITHOUT SPECIFIC DEPARTMENT: Without specific locality Newton 2019. Stenus metallicoides Puthz, 1968: 6 [Stenus] Distribution: Mexico, Guatemala, El Salvador, Honduras. Locality records: SAN SALVADOR: El Boquerón Puthz 2016: 1560. WITHOUT SPECIFIC DEPARTMENT: Without specific locality Navarrete-Heredia et al. 2002: 254; Puthz 2016: 1630. Topographic zone: Coastal mountains. Stenus penicillus Puthz, 2015: 1628 [Stenus] Distribution: Mexico, Honduras, Guatemala, El Salvador, Costa Rica. Locality records: USULUTÁN: Los Pirineos Puthz 2015: 1628. Topographic zone: Coastal mountains. Stenus salvadorensis Puthz, 2002: 51 [Stenus] Distribution: El Salvador. Locality records: CHALATENANGO: El Pital Puthz 2002: 52. WITHOUT SPECIFIC DEPARTMENT: Without specific locality Puthz 2016: 1629. Topographic zone: Northern mountains. Stenus scabripennis Sharp, 1886: 649 [Stenus] Distribution: Mexico, Guatemala, Honduras, El Salvador, Costa Rica, Panama. Locality records: SANTA ANA: Cerro Verd e Puthz 2015: 1643-1644. USULUTÁN: Alegría Puthz 2015: 1643, 1644. WITHOUT SPECIFIC DEPARTMENT: Without specific locality Herman 2001d: 2380; Navarrete-He- redia et al. 2002: 255. Topographic zone: Coastal mountains. Stenus solitarius Sharp, 1886: 647 [Stenus] Distribution: Mexico, Guatemala, El Salvador, Costa Rica. Locality records: WITHOUT SPECIFIC DEPARTMENT: Without specific locality Navarrete-Heredia et al. 2002: 256. Stenus trochanterinus Sharp, 1886: 649 [Stenus] Distribution: Mexico, Guatemala, Honduras, El Salvador, Costa Rica, Panama. Locality records: SANTA ANA: Montecristo Puthz 2015: 1650. Topographic zone: Northern mountains. Stenus vestigialis Erichson, 1840: 732 [Stenus] Stenus leucopus Sharp, 1886: 651 [synonymized by Puthz 1967b: 319] Distribution: Mexico, Guatemala, Honduras, El Salvador, Nicaragua, Colombia. Locality records: SANTA ANA: Montecristo: Trifinio Puthz 2017: 805; WITHOUT SPECIFIC DEPARTMENT: Without specific locality Navarrete-Heredia et al. 2002: 256. Topographic zone: Northern mountains.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.040 | 0.019 |
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".