Bibliographic record
Abstract
Genus Scotiazetes Wallwork, 1966 Type species: Scotiazetes bidens Wallwork, 1966 Diagnosis. Adult. With character states of the Punctoribatidae (Grandjean 1953; Behan-Pelletier & Eamer 2008). Size: body ratio (length/width) 1.6–1.8, notogaster size ratio (length/width) 1.3. Integument: Without heavy sculpturing and ornamentation. Prodorsum: Rostrum with two incisions. Lamellae well separated, narrow, with comparatively long cusp, truncate apically. Translamella lineate, weakly developed. Tutorium with long, elongate trapezoid cusp, truncate or dentate apically, cusp distinctly not reaching base of rostral seta. Genal tooth present, fused to rostrum. Bothridium with large lateral scale; ventromedial scale absent. Dorsophragmata separated, but medially positioned. Notogaster: Anterior of notogaster well developed, covering bothridium except for bothridial scale. Pteromorph immovable, large, curved ventrally, without desclerotized linear region. Lenticulus absent. Posterior notogastral tectum present, complete. Octotaxic system as four pairs of porose areas. With 10 pairs of notogastral setae. Gnathosoma. Subcapitulum diarthric, without tectum on mentum. Axillary saccule present. Palp setation 0-2- 1-3-9(+ω). Solenidion bacilliform, attached to eupathidium along length. Lateral podosomal and epimeral regions: Pedotectum I as large lamina. Custodium short. Discidium triangular. Circumpedal carina present. Porose areas Ad, Am and Ah present, Al absent; Ah represented by saccule. Epimeral setal formula: 3-1-2-3; seta 1c similar in morphology to other epimeral setae. Anogenital region: Six pairs of genital, one pair of aggenital, two pairs of anal and three pairs of adanal setae. Postanal porose area absent. Legs: All legs heterotridactylous. Tibia I without dorsodistal apophysis bearing solenidion φ 2. Lateral seta on all genua and tibiae setiform, thin. Genua without ventrodistal tooth. Porose area present on tarsi I-IV, femora I-IV, and on trochanters III, IV. Juvenile instars. Unknown.
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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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".