Bibliographic record
Abstract
Keys to the known species of Nesiophasma ♀♀ * 1. Abdominal terga II-VI with lateral margins at best gently rounded........................................... 2 — Abdominal terga II-VI strongly laterally deflexed and convex; Pulau Romang........................... kuehni 2. Gonapophysis VIII short and not or at best scarcely projecting over posterior margin of anal segment.................. 3 — Gonapophysis VIII long and projecting over posterior margin of anal segment by at least the length of that segment length.... 5 3. Long (body length incl. subgenital plate <230.0 mm); median segment at least half as long as metanotum.......... 4 — Very long (body length incl. subgenital plate> 250.0 mm); median segment only one-quarter the length of metanotum; Sangihe&TalaudIslands........................................................................ plateni 4. Median segment> two-thirds the length of metanotum; abdominal terga VII-IX each with a slender posterior directed posterolaterallobe;subgenitalplate shortandprojectingbeyond apexof abdomen by no more thanlength of analsegment; NewGuinea(?)................................................................................ zanum — Median segment about half as long as metanotum; abdominal terga VIII-X not lobed laterally; subgenital plate elongate and projecting beyond tip of abdomen by about the length of abdominal terga VIII-X combined (Fig. 3 A-D); Timor............................................................................... sobesonbaii n. sp. 5. Slender and very elongate insects; mesonotum at least 4.5x longer than wide; basitarsi slender.................... 6 — Stockier; mesonotum 4x longer than wide and expanded pre-medially; basitarsi with dorsal carinae raised and rounded; Pulau Selayar & Pulau Kalaotoa.............................................................. spinulosum 6. Mesonotum 6x longer than wide and slender; antennae reaching to median segment; Pulau Sanana (Sula Islands).... sananaense — Mesonotum 4.5x longer than wide and gently swollen pre-medially; antennae reaching to abdominal segment II; Peleng (BanggaiIslands)........................................................................... giganteum * ♀♀ of N. oligarches (Günther) and N. turbans (Brunner v. Wattenwyl, 1907) are not known ♂♂ * 1. Body length> 100.0 mm; abdominal terga II-VI> 3x longer than wide....................................... 2 — Smaller; abdominal terga II-VI 2.5x longer than wide; Sulawesi .................................... oligarches 2. Head of same colour as remainder parts of body; body ± uniform in colour.................................... 4 — Head chromatically contrasting........................................................................ 3 3. Head and pronotum blackish; dark streak along entire lateral surfaces of body; cerci dilated apically and weakly arched; Pulau Selayar & Pulau Kalaotoa.............................................................. spinulosum — Head light whitish cream; body ochre with meso- and metapleurae green; cerci with apex acute in-curving and hook-like (Fig. 3 F-G); Timor............................................................................... sobesonbaii n. sp. 4. Body length <160.0 mm; colouration more or less uniform................................................. 5 — Body length> 160.0 mm; bases of all femora and knees contrasting black; Sangihe Islands & Talaud Isalnds..... plateni 5. Very slender species; median segment very short and only one-sixth the length of metanotum; Sulawesi ...... turbans — Stockier; median segment
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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 | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.041 | 0.013 |
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".