Bibliographic record
Abstract
6.7.3 Vostox brunneipennis (Audinet-Serville, 1838 [1839]) (♂ ♀) Psalidophora brunneipennis Audinet-Serville 1838 [1839]: 30 (D?) [sp. nov.] [Amérique boréale. Philadelphie (TL)]. Psalidophora insignis Stål 1855: 349 (D ♀) [sp. nov.] [jun. syn. sensu] [Anliochia in Nova Granada (TL)]. Forficula punctipennis Stål 1858: 304 [sp. nov.] [jun. syn. sensu] [Rio de Janeiro (TL)]. Spongophora brunneipennis Scudder 1876c: 330 [n. comb.] [n. rec. Eastern and Southern US, Arizona, Mexico]. Bormans 1893: 7; Plate II, Fig. 2, 3 (♂ ♀) [n. rec. Mexico, Ventanas en Durango, Orizaba]. Bormans & Krauss 1900: 56 (Key), 57; Fig. 25 [Östliche und südliche Vereinigte Staaten von Nord-Amerika (Pennsylvanien, Virginien, Arizona), Mexico, Zentral-Amerika (Guatemala)]. Kirby 1904: 30 [N. & Central America]. Burr 1908b: 32 [Mexico]. Spongiphora geayi Burr 1904: 295 (D ♂) [sp. nov.] [jun. syn. S. brunneipennis sensu Hebard 1917c; sin jun. V. punctipennis Brindle 1971b] [Darien (TL)]. Labia insularis Brunner 1906: 137 (D ♂) [sp. nov.] [jun. syn. sensu Hebard 1917c] [Island of Trinidad (TL)]. Spongiphora insignis Stål, in: Borelli 1909a: 319 (♂) [Orizaba (Messico)]. Vostox brunneipenis Burr 1913b: 51; Plate IV, Fig. 17, 17a, 17b [n. comb.] [Guatemala to Pennsylvania]. Burr 1912b: 86 [Mexico]. Nutting & Gurney 1961: 47; Fig. 9–14 (♂ ♀). Popham & Brindle 1967b: 255 [North and South America]. Vanschuytbroeck 1969: 8 [Mexico (Sn. Catharina): Linden (det. Burr)]. Reichardt, 1970: 87. Brindle 1971b: 524, 535 (Key), 538; Fig. 33–35, 37, 38 [Central and North America (Panama northwards to Mexico, and the southern part of the United States …)]. Steinmann 1989b: 556 [Canada, U.S.A., and Neotropical America]. Steinmann 1990: 316: 575 [new synonym V. punctipennis]. Sakai 2004: 635 [Canada, USA, Mexico (VER, Motzorongo, Córdoba, Orizaba; SIN, Venadio(sic)) and South América]. Maes & Haas 2006: 73; Fig. pag. 73 [USA *, Nicaragua]. Girod & Matzke 2020: 71 [Canada, United States, Central America, Colombia, Venezuela, Trinidad, Surinam, French Guiana, Peru, Bolivia, Paraguay, Brazil and Argentina]. Vostox punctipennis Stål, in: Brindle 1971b: 524, 535 (Key), 537; Fig. 3, 8–10 [jun. syn. Psalidophora insignis, Spongiphora geayi, Labia insularis]. Type material. Psalidophora brunneipennis Audinet-Serville 1838 [1839] unknown. Psalidophora insignis Stål 1855 (TL Colombia) (NRM). Forficula punctipennis Stål 1858 (TL Brazil) (NRM). Spongiphora geayi Burr 1904 (TL Panama) (MNHN). Labia insularis Brunner 1906 (TL Trinidad) (BMNH). Known distribution. Canada to Argentina. Distribution within Mexico. DUR: Mpty. San Dimas, Ventanas [Villa Corona]. VER: Mpty. Córdoba, Córdoba; Mpty. Orizaba, Orizaba; Mpty. Tezonapa, Motzorongo.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 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".