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
Barsaurea phaeoxanthia (Hampson, 1900) (Figs 2, 3, 7, 10) Miltochrista phaeoxanthia Hampson, 1900: 493 (Type locality: ‘ Assam, Khasis’ [Meghalaya]). Material examined: India, Meghalaya: 1 Ô, Cherrapunji (25.272857N, 91.7297E, 1430 m), 13.viii.2018, Santosh Singh leg. (13478/H10), West Bengal: 1 ♀, Sitong, (26.8715N, 88.3616E. 1350 m), 17.ix.2018, Santosh Singh leg. (13474/H10). Diagnosis: Forewing 13 mm in male and 16mm in female. Externally, B. phaeoxanthia is most closely related to B. apatani sp. nov. The differential diagnosis is discussed above. Furthermore, B. phaeoxanthia is distinct from its other two congeners by the larger size and in male genital capsule (Fig. 7) by the valva distally bifurcated, whereas in B. diehli (Fig. 8) and B. ketiga (Fig. 9) valva is acute apically. In female genitalia, B. phaeoxanthia is distinct from B. ketiga and B. diehli by the ductus bursae with posterior end narrower and the corpus bursae with lateral protrusion of moderate size whereas in B. diehli, the lateral protrusion is smaller and in B. ketiga, the lateral protrusion is larger (Volynkin et al. 2020: Figs. 34–40). Distribution: North East India (Singh et al. 2021), Cambodia (Cardamom, Seima, Koh Kong, Samkos, Pramaoy) (Bae et al. 2016) Malaysia (Cameron Highlands North) (Bucsek 2014).
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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 0.029 |
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