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
Copelatus tenebrosus Régimbart, 1880 Source of material. The single instar III larvae studied was reared ex ovo from were adults collected at the following locality: Japan. Mantaburu, Yonaguni-cho, Yonaguni-jima Island, Okinawa Prefecture, 24°27’04.1”N 122°57’36.8”E, 13.VI.2019; E. K. Watanabe leg. Diagnosis (instar III). The third instar of Copelatus tenebrosus can easily be distinguished from that of the other species studied in this paper by the following combination of characters: HL = 0.80 mm; L3 <2.00 mm; U <0.40 mm; head capsule rounded, slightly constricted at level of occipital region (Fig. 52), scale-like sculpticels present over frontoclypeus and parietale; anterior margin of frontoclypeus narrowly convex, extending mesally well beyond level of adnasalia (Fig. 52); adnasalia margined with mostly short bluntly rounded teeth (Fig. 65); MP2/MP1> 1.50; GA/MP1> 1.50; 1.30 <LP2/LP1 <1.90; inner margin of stipes lacking a dorsal linear row of spinulae; profemur with less than 3 PV and 4 AV secondary setae; metafemur with less than 3 AV secondary setae; urogomphus composed of two urogomphomeres; U/HW <0.40; U/LAS <0.50; Australia, Oriental, Palaearctic. Description, instar III (Figs 52–53, 65) Body: Measurements and ratios aimed to characterize body shape are shown in Table 6. Head (Figs 52, 65): Head capsule rounded, slightly constricted at level of occiput; anterior margin of frontoclypeus narrowly convex, extending mesally well beyond level of adnasalia; scale-like sculpticels present over frontoclypeus and parietale; adnasalia margined with mostly short bluntly rounded teeth (Fig. 65); HL = 0.84 mm; A/MP = 1.40; MP/LP = 2.03; MP2/MP1 = 1.64; GA/MP1 = 1.85; LP2/LP1 = 1.43; MNL/MNW = 2.87. Thorax: L3 = 1.73 mm. Abdomen (Fig. 53): LAS = 0.63 mm; LAS subconical, not constricted posteriorly at point of insertion of urogomphi. Urogomphus, U = 0.30 mm, composed of two urogomphomeres; U/HW = 0.33; U/LAS = 0.47. Chaetotaxy: Parietale with 5–6 temporal spines; position and number of secondary setae on legs are shown in Table 7.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.005 |
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