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
Psychodula minuta (Banks, 1894) Previous record in Bulgaria. Wagner (2018). Material examined. Bulgaria: Stara Planina Mts. range, (site 17) Zajčar-Jabjlčevo (Zaychar- Yabalchevo), 1 ♂, 24.vi.1985, SW, brook, veg.: Carpinus, Quercus, Salix, Juncus, Alisma, Mentha, Polygonum, Lemna, slide Inv. No. 25452, leg., det., Ježek. Distribution. Currently known to occur in Abkhazia, Austria, Balearic Islands, Belgium, Bulgaria, Canada, Cyprus, Czech Republic, Denmark, Finland, France, Germany, Great Britain, Greece, Hungary, Ireland, Israel, Italy, Lithuania, Madeira, the Netherlands, Norway, Romania, Russia (Novosibirsk area), Sardinia, Slovakia, Slovenia, Spain, Sweden, Switzerland, Syria, Ukraine, USA (Wagner 1990, 2018; Bernotienè 2002; Salmela et al. 2014; Ježek 1982, 1990c, 1992, 1993, 1996b, 1997, 1999a, 2002, 2003, 2006c, 2009a; Ježek & Braverman 2006; Ježek & Hájek 2007; Ježek & Oboňa 2014; Ježek & Omelková 2012; Ježek & Schacht 2006; Ježek et al. 2005, 2008, 2014, 2017, 2018b, 2019; Kroča & Ježek 2015, 2019; Omelková & Ježek 2012a; Oboňa et al. 2019c).
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.004 |
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