Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Agathis malvacearum LATREILLE 1805 Agathis malvacearum LATREILLE 1805: 175; Ichneumon panzeri JURINE 1807: 113, Pl. 8. D i s t r i b u t i o n i n I r a n: Guilan (GHAHARI et al. 2010a), Lorestan (GHAHARI et al. 2012b), Mazandaran (GHAHARI et al. 2011a), Qazvin (GHAHARI et al. 2011b). D i s t r i b u t i o n o u t s i d e I r a n: Albania, Armenia, Azerbaijan, Canada, Czech Republic, Finland, Georgia, Kazakhstan, Latvia, Lithuania, Moldova, Romania, Russia, Slovakia, Slovenia, Switzerland, Tajikistan, USA, Ukraine, Uzbekistan (YU et al. 2012), Bulgaria (NIXON 1986; YU et al. 2012), Caucasus, Israel (PAPP 2011 -2012), Corsica, Germany, Hungary, Italy, Mongolia, Poland, Spain, UK, former Yugoslavia (SHENEFELT 1970; YU et al. 2012), Croatia, Macedonia (PAPP 2009a; YU et al. 2012), Europe (SZÉPLIGETI 1904; FISCHER 1968), France (NIXON 1986; YU et al. 2012), Greece (NIXON 1986; PAPP 2007; YU et al. 2012), the Netherlands (SIMBOLOTTI & VAN ACHTERBERG 1999; YU et al. 2012), Turkey (NIXON 1986; ZETTEL & BEYARSLAN 1992; ÇETIN ERDO AN & BEYASLAN 2001; BEYARSLAN et al. 2006; ÇETIN ERDO AN 2013; PAPP 2011 -2012; YU et al. 2012). H o s t r e c o r d: Parasitoid of Pexicopia malvella (HÜBNER) (Lepidoptera: Gelechiidae) (NIXON 1986). It was also reported on a number of hosts: Coleophora galbulipennella ZELLER, C. graminicolella HEINEMANN (Lepidoptera: Coleophoridae), Hellinsia didactylites STORM (Lepidoptera: Pterophoridae), Metzneria aestinella ZELLER, M. lapella (LINNAEUS), Pexicopia melvella HÜBNER (Lepidoptera: Gelechiidae), Rhyacionia resinella (LINNAEUS) (Lepidoptera: Tortricidae), Perilampus fulvicornis ASHMEAD, P. similis CRAWFORD (Hymenoptera: Perilampidae) (YU et al. 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.
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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.118 | 0.026 |
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 it