Bibliographic record
Abstract
Pachytodes Pic, 1891 61. Pachytodes cerambyciformis (Schrank, 1781) Examined material. Several hundred specimens from different locations (City of Belgrade D, Belgrade, Košutnjak Park; City of Belgrade D, Belgrade, Miljakovac; City of Belgrade D, Belgrade, village of Ripanj; Srem D, Belgrade, village of Kupinovo, Kupinovski Kut; City of Belgrade D, Mt. Avala; Pomoravlje D, Svilajnac, Baćica Hill; Srem D, Mt. Fruška Gora, Stražilovo; South Banat D, Vršačko Brdo Hill; Zlatibor D, Mt. Tara, vicinity of the Perućac Lake; Pomoravlje D, Mt. Beljanica, village of Sladaja; Pomoravlje D, Mt. Beljanica, Resava River Canyon; Braničevo D, Homoljske Planine Mts., Majdan Kučajna; Zaječar D, Mt. Ozren; Bor D, Tekija; Bor D, Kazan — Ploče; Moravica D, Mt. Ovčar; Zlatibor D, Mt. Zlatibor, Tornik Peak; Zaječar D, Mt. Rtanj, village of Rtanj; Bor D, Donji Milanovac; Rasina D, Mt. Kopaonik, Gvozdac; City of Belgrade D, Barajevo, Guberevac Forest; Raška D, Mt. Golija, village of Rudno, 1,150 m a.s.l.; Pčinja D, Surdulica, village of Masurica, 525 m a.s.l.; Pčinja D, Preševo, village of Miratovac, 560 m a.s.l.; Pirot D, Mt. Stara Planina, village of Topli Do, 850 m a.s.l.; Pirot D, Dimitrovgrad, village of Poganovo, by the Jerma River; Pirot D, Pirot, village of Rsovci, 675 m a.s.l.; City of Belgrade D, Belgrade, Vidikovac; Toplica D, Mt. Jastrebac, Blace, village of Kačapor, 650 m a.s.l.; Pčinja D, Vlasina Lake surroundings, Mt. Čemernik, village of Vlasina Rid, 1,150 m a.s.l.) (Ćurčić et al. 2003; Ilić 2005; Ilić & Ćurčić 2013; Ilić et al. 2013; this paper). Distribution. Europe except its north, Asia Minor, Mt. Caucasus, Transcaucasian area. Distribution in Serbia. N (V), W, C, E, and S (including K) (2; 5; 9; 10; 17; 21–23; 25; 43; 53; 54; 59; 60; 62; 68; 76; 80). Remarks. Widespread and frequent in Serbia, found in huge amounts on flowers at different altitudes at numerous locations. 62. Pachytodes erraticus erraticus (Dalman, 1817) Examined material. 10 S, South Banat D, Vršačko Brdo Hill, 30.VI.1990, NI; 25 S, idem, 24.VI.2005, NI; 1 S, idem, 17.VI.2006, NI; 10 S, Pomoravlje D, Kučajske Planine Mts., Babina Glava, 22.VII.1990, NI; 4 S, Pomoravlje D, Svilajnac, Baćica Hill, 26.V.1992, NI; 2 S, idem, 19.V.1994, NI; 11 S, Bor D, Tekija, 16.VI.1993, NI; 2 S, idem, 27.V.1994, NI; 5 M, 2 F, idem, 27.V.1995, NI; 4 M, 7 F, idem, 10.VI.2011, NI; 7 S, idem, 23.VI.2014, NI; 2 F, Zaječar D, Mt. Rtanj, village of Rtanj, 07.VI.1997, NI; 2 M, 3 F, idem, 05.VI.2001, NI; 2 S, City of Belgrade D, Belgrade, Mt. Avala, 22.VI.2000, SĆ; 1 S, Rasina D, Aleksandrovac, village of Ploča, 07.VII.2000, BR; 1 S, City of Belgrade D, Belgrade, Vidikovac, 0 2–31.V.2005, NI; 9 S, idem, 0 9–14. VI.2013, NI; 6 S, Zlatibor D, Mt. Tara, Predov Krst, 10–25.VI.2006, NI; 1 S, idem, 25.VI–12.VII.2006, NI; 1 S, Zlatibor D, Sjenica, 21– 31.VII.2007, MČ; 1 S, City of Belgrade D, Barajevo, Guberevac Forest, 16.V.2013, NI; 2 S, Braničevo D, Krepoljin, 12.V.2013, NI; 8 S, Bor D, Donji Milanovac, Mt. Liškovac, Oman, 620 m a.s.l., 25.V–21. VI.2013, NI; 4 S, Kolubara D, Mt. Povlen, village of Donji Taor, 950 m a.s.l., 0 5–15.VII.2013, NI (Ćurčić et al. 2003; Ilić 2005; Ilić & Ćurčić 2013; Ilić et al. 2013; this paper). Distribution. Central and Southern Europe, Asia Minor, Mt. Caucasus, Transcaucasian area, Iran. Distribution in Serbia. N (V), W, C, E, and S (2; 9; 10; 14; 17; 21–23; 25; 43; 48; 53; 54; 56; 59; 60; 62; 68; 75; 76; 80). Remarks. It can be found in huger amounts at some localities. Usually occurs on flowers.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 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 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".