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
Key to species of Philoplitis 1 Metatibial spurs dark brown; scutellar disc (Fig. 5) relatively short (length/ width 0.92), its length 0.77× that of mesoscutum; scutellum in lateral view with apex pointing dorsally; mesoscutum with coarse punctures medially and along anterior and lateral margins (last one above tegulae) (Fig. 8 and 11); forewing with length of vein r 1.00x of 3RSa, 1.00x r-m and 0.50× 2RS (Thailand)......................................................... Philoplitis punctatus sp. n. – Metatibial spurs white, yellow or yellowish-brown but not dark brown; scutellar disc (Fig. 3, 4 and 6) relatively long (length/width> 1.00), its length more than 0.83× that of mesoscutum, usually close to same size as mesoscutum; scutellum in lateral view with apex truncate, pointing ventrally or posteriorly; mesoscutum without coarse punctures medially and along anterior and lateral margins, sometimes with impressed surface posterolaterally; forewing with length of vein r> 1.33× 3RSa,> 1.80× r-m and> 0.68× 2RS ............. 2 2 Metatibial spurs white; scutellum (Figs 4) with apex truncate and scutellar disc length <0.85× that of mesoscutum; notauli less impressed; forewing with length of vein r 3.30× that of 3RSa; mediotergite 2 (Fig. 14) less transverse, its medial length 0.77× its width at apex (Kenya) ............................... ............................................................................ Philoplitis masneri sp. n. – Metatibial spurs yellow or yellowish-brown; scutellum (Figs 3, 6) longer and not truncate, scutellar disc length> 0.90× that of mesoscutum, usually close to same size; notauli deeply impressed; forewing with length of vein r <2.60× 3RSa; mediotergite 2 (Figs 13, 16) more transverse, its medial length less than 0.45× its width at apex....................................................................... 3 3 Mediotergite 2 dark brown, transversely striate medially and longitudinally striate lateroapically (Fig. 16); tergite 1 length less than 1.80× its apical width (Sri Lanka and southern India) ............................. Philoplitis striatus sp. n. – Mediotergite 2 yellowish-white, at least basally, and almost completely smooth; tergite 1 length twice or more its apical width .............................. 4 4 Body color black; palpi brown; mediotergite 1 length 2.0× its apical width; mediotergite 2 with medial length 0.50× its width at apex and with median zone outlined by rounded groove widening toward apex of tergite (Northern India).............................................. Philoplitis adustipalpus Ahmad, 2005 – Body color reddish-brown; palpi light brown with apical segments yellowish; mediotergite 1 length> 2.0× its apical width; mediotergite 2 (Fig. 13) with medial length less than 0.45× its width at apex and with median zone outlined by shallow and quite divergent groove (Philippines and southeastern China) .................................................. Philoplitis coniferens Nixon, 1965
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 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.023 | 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