Bibliographic record
Abstract
Microctonus aethiops (Nees von Esenbeck, 1834) Distribution in Iran. Alborz, Guilan, Mazandaran (Farahani et al. 2013b; Sedighi and Madjdzadeh 2015), Hamadan (Arbab and McNiell 2001 as Microctonus aethiopoides; Ghahari et al. 2010b; Sedighi and Madjdzadeh 2015 as Perilitus aethiopoides), Kermanshah (Ghahari et al. 2010b, Sedighi and Madjdzadeh 2015 as Perilitus aethiopoides), Kordestan (Samin 2015), Lorestan (Ghahari et al. 2012; Sedighi and Madjdzadeh 2015), Qazvin (Arbab and McNiell 2001 as Microctonus aethiopoides; Ghahari et al. 2010b; Farahani et al. 2013b; Sedighi and Madjdzadeh 2015), Iran (no specific locality) (Fallahzadeh and Saghaei 2010 as Perilitus (Microctonus) aethiopoides). Distribution outside Iran. One of the most common braconid species in the Holoarctic region (Papp 2011– 2012) and all Europe (Szépligeti 1904). Argentina, Armenia, Australia, Azerbaijan, Belarus, Brazil, Bulgaria, Canada, Canary Islands, Chile, Czech Republic, Finland, France, Germany, Ireland, Italy, Japan, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, Morocco, Netherlands, New Zealand, Norway, Poland, Romania, Spain, Sweden, Switzerland, Tajikistan, USA, Uruguay, Uzbekistan, former Yugoslavia (Yu et al. 2012 as Perilitus aethiops), Belgium (Wesmael 1835, 1838; Yu et al. 2012 as Perilitus aethiops), China (Chen and van Achterberg 1997 as Microctonus aethiopoides; Yu et al. 2012 as Perilitus aethiops), Croatia (Papp 2009b; Yu et al. 2012 as Perilitus aethiops), Greece (Papp 2003a; Yu et al. 2012 as Perilitus aethiops), Israel (Papp 2011–2012), Hungary (Papp 2008; Yu et al. 2012 as Perilitus aethiops), Macedonia (Papp 2010; Yu et al. 2012 as Perilitus aethiops), Korea (Papp 2003b as Microctonus aethiopoides; Yu et al. 2012 as Perilitus aethiops), Mongolia (Papp 2005 as Perilitus aethiopoides, 2009b; Yu et al. 2012 as Perilitus aethiops), Russia (Tobias 1971; Yu et al. 2012 as Perilitus aethiops), Serbia (Žikić et al. 2000; Yu et al. 2012 as Perilitus aethiops), Turkey (Koldaş et al. 2007, 2013; Yilmaz et al. 2010; Güçlü and Özbek 2011; Yu et al. 2012 as Perilitus aethiops), UK (Marshall 1887; Broad and Shaw 2009; Yu et al. 2012 as Perilitus aethiops). Host records. Phyllotreta nemorum (Linnaeus), P. vittula Redtenbacher (Coleoptera: Chrysomeloidea), Hypera brunneipennis (Boheman), H. melas (Fabricius), H. nigrirostris (Fabricius), H. postica (Gyllenhal), H. rumicis (Linnaeus), H. variabilis Herbst,, Irenimus aemulator Broun, I. aequalis Broun, I. duplex Broun, I. egens Broun, I. stolidus Broun, Listronotus bonariensis Kuschel, Nicaeana cervinus Boheman, Pantomorus cervinus Boheman, Prosayleus sp., Rhinocyllus conicus Frolich, Sitona bicolor Faehraeus, S. crinita (Herbst), S. cylindricollis Fahraeus (Coleoptera: Curculionidae) (Yu et al. 2012), Coniocleonus excoriatus (Gyllenhal) (Coleoptera: Curculionidae) (Papp 2011–2012). Tobias (1971) reported the following curculionid species (Coleoptera: Curculionidae) as hosts to this species: Sitona sp., Phytonomus meles Fabricius, Brachyderes incanus Linnaeus (Coleoptera: Curculionidae). Also, Arbab and McNiell (2001) reported it (as Microctonus aethiopoides) as the adult parasitoid of H. postica (Gyllenhal) (Coleoptera: Curculionidae).
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 | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.008 | 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".