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
<i>Baeocera sarawakensis</i> Löbl, 1987 <i>B. sarawakensis</i> Löbl, 1987: 88, Figs 4, 5. <b>Material examined.</b> 1 &male;, Sabalangan River. env. 25 km SE Sapulut, 26.06.98, Kodada & &Ccaron;iampor (MHNG); 3 &male;, Kibongol village, 7 km N Tambunan, 700 m, 20.V.87, Burckhardt & Löbl (MHNG); 1 &male;, Crocker Range, Gunung Emas, 23.V.98, Kodada & &Ccaron;iampor (MHNG); 5 &male;, Crocker Range, Tenom env., Kalang Waterfall env., 18.VI.98, Kodada & &Ccaron;iampor (MHNG); 1 &male;, Crocker Range, km 60 km rd. Kota Kinabalu-Tambunan, 1350 m, 17.V.87, Burckhardt & Löbl (MHNG); 1 &male;, Crocker Range, 1200 m, km 63 rd. Kota-Kinabalu-Tambunan, 19.V.87, Burckhardt & Löbl (MHNG); 2 &male;, Crocker Range, near pass, 1550–1650 m, rd. Kota-Kinabalu-Tambunan, 16.V.87, Burckhardt & Löbl (MHNG); 2 &male;, same data but km 51–52, 1600 m, 18.V.87 (MHNG); 1 &male;, Crocket Range, Hwy A 3 km 48 ca 1000 m, 5.IX.88, Smetana [B178] (CNC); 5 &male;, Poring Hot Springs, 550–600 m, 9.V.87, Burckhardt & Löbl (MHNG); 13 &male;, with the same data but 500 m, 8.V.87 (MHNG); 3 &male;, with the same data but 11.V.87 (MHNG); 2 &male;, with the same data but 7.V.87 (MHNG); 3 &male;, with the same data but Mamut River below bridge, 500 m, 13.V.87 (MHNG); 3 &male;, Poring Hot Springs, nr. Bat Cave, 600 m, 10.V.87, Burckhardt & Löbl (MHNG); 2 &male;, Poring Hot Springs, Langanan Falls, 900–950 m, 12.V.87, Burckhardt & Löbl (MHNG); 3 &male;, above Poring Hot Springs, 520 m, 15.VIII.88, Smetana [B115] (CNC); 1 &male;, with the same data but 22.VIII.88 [B139] (CNC); 1 &male;, Poring Hot Springs, 480 m, 10.V.87, Smetana (CNC); 3 &male;, Poring Hot Springs, 495 m, 21.VIII.88, Smetana [B136] (CNC); 1 &male;, with the same data but 485 m, 25.VIII.88 [B147] (CNC); 2 &male;, Poring Hot Springs, area Kipungit Creek 2, 490 m, 14.VIII.88 [B112] (CNC); 5 &male;, Mt. Kinabalu, Headquarters, Liwagu River 1490 m, 5.VIII.88, Smetana [B84] (CNC, MHNG); 3 &male;, same data but 3.IX.88 [B174] (CNC); 1 &male;, same data but 1500 m, 4.VIII.88 [B80] (CNC); 1 &male;, same data but 1520 m, 12.VIIII.88 [B106] (CNC); 1 &male;, Mt. Kinabalu, near Haedquarters, 1560–1660 m, 24.IV.87, Smetana (CNC); 15 &male;, Mt. Kinabalu, Liwagu Trail, 1500 m, 22.V.87, Burckhardt & Löbl (MHNG); 6 &male;, with the same data but 1430 m (MHNG); 3 &male;, same data but 1540 m, 28.IV.87 (MHNG); 1 &male;, same data but near Headquarters, 23.IV.87 (MHNG); 1 &male;, same data but Liwagu Trail, 1580 m, 27.IV.87 (MHNG); 2 &male;, Mt. Kinabalu, Silau-Silau Trail, 1550–1650 m, 24.IV.87, Burckhardt & Löbl (MHNG). <b>Distribution.</b> East Malaysia: Sarawak and Sabah. <b>Comments.</b> The description of the species was based on three specimens from the Gunung Mula National Park, Sarawak. It may be distinguished from the Malaysian congeners, <i>B. ornata</i> (Löbl, 1973) excepted, by the parameres narrowed and arcuate in apical halves, in combination with the presence of a membranous vesicle along the apical part of the flagellum. It is distinguished from the similar <i>B. ornata</i> by the wider basal halves of the parameres, the absence of an elongate supporting sclerite along the flagellum and the distinctive shape of the base of the sclerotized complex of the internal sac.
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 | 0.001 | 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.099 | 0.061 |
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