Townesilitus bicolor Wesmael 1835
Bibliographic record
Abstract
Townesilitus bicolor (Wesmael, 1835) Distribution in Iran. Golestan (Samin et al. 2015 as Perilitus (Townesilitus) bicolor (Wesmael)), Guilan (Farahani et al. 2013b; Sedighi and Madjdzadeh 2015), Isfahan (Ghahari et al. 2011a; Sedighi and Madjdzadeh 2015), Mazandaran (Farahani et al. 2013b, 2014; Sedighi and Madjdzadeh 2015), Semnan (Samin et al. 2011). Distribution outside Iran. One of the most common braconid species in the Holarctic region (Papp 2011– 2012). Albania, Serbia (Žikić et al. 2000; Yu et al. 2012 as Perilitus (Townesilitus) bicolor), Armenia, Austria, Azerbaijan, Bulgaria, Denmark, France, Germany, Ireland, Italy, Kazakhstan, Latvia, Lithuania, Moldova, Netherlands, Norway, Poland, Romania, Russia, Spain, Sweden, Switzerland, former Yugoslavia (Yu et al. 2012 as Perilitus (Townesilitus) bicolor), Belgium (Wesmael 1835 as Microctonus bicolor; Yu et al. 2012 as Perilitus (Townesilitus) bicolor), Canada (Wylie 1988; Sharanowski et al. 2014), Croatia (Papp 2010; Yu et al. 2012 as Perilitus (Townesilitus) bicolor), Czech Republic (Lozan et al. 2010; Yu et al. 2012 as Perilitus (Townesilitus) bicolor; Koldaş et al. 2013), Greece (Papp 2007; Yu et al. 2012 as Perilitus (Townesilitus) bicolor), Hungary (Szépligeti 1896 as Townesilitus bicolor; Györfi 1959; Papp 2006, 2008; Yu et al. 2012 as Perilitus (Townesilitus) bicolor), Turkey (Yilmaz et al. 2010), UK (Broad and Shaw 2009; Yu et al. 2012 as Perilitus (Townesilitus) bicolor). Host records. Aphthona euphorbiae (Schrank), A. violacea (Koch), Chaetocnema aridula (Gyllenhal), C. hortensis Geoffray, Longitarsus ballotae (Marsham), Phartora vitellinae (Linnaeus), P. at r a (Fabricius), P. cruciferae (Goeze), P. diademata Foudras, P. nemorum (Linnaeus), P. striolata (Fabricius), P. undulata (Kutschera), P. vittula Redtenbacher, Phylliodes attenuata (Koch) (Coleoptera: Chrysomeloidea), Dendrolimus pini (Linnaeus) (Lepidoptera: Lasiocampidae) (Yu et al. 2012). In Israel, it is reported from Coniocleonus excoriatus (Gyllenhal) (Coleoptera: Curculionidae) (Papp 2011–2012).
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.002 |
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".