Bibliographic record
Abstract
Key to adults of Autogneta of North America 1(2) Apophyses posteriorly on prodorsum expressed as 3–5 pairs of discrete or fused tubercles overhanging dorsosejugal scissure. Femur I with 3 tubercles positioned antiaxially and dorsally in proximal third of leg. Known from California...................................................................................................... A. aokii sp. nov. - Apophyses posteriorly on prodorsum expressed as 1 pair of discrete tubercles, or as flattened ridge, overhanging dorsosejugal scissure. Femur I without tubercles on proximal third of leg.................................................... 2 2(1) In both sexes, apophysis posteriorly on prodorsum expressed as pair of flattened ridges. Circular cluster of tubercles present lateral of lamellar seta. Males with oblong porose area posteromedially positioned between lyrifissures ips, 27 wide x 19 and bearing unmodified seta h1. Known from North Carolina, Virginia, Alabama, Ontario......................... A. amnica - In both sexes, apophysis posteriorly on prodorsum expressed as pair of tubercles. Cluster of tubercles lateral of lamellar seta absent. Males with either long porose area posteromedially or oblong porose area with setae h1, p1 modified.............. 3 3(2) In both sexes, notogastral setae thick, weakly barbed, tapered. Bothridial setae clavate to fusiform. Males with long, narrow porose area, ca. 176 long and 7–10 wide, extending between setae h3–h3, not bearing either of setae h1 and p1; setae h1 and p1 not modified. Known from Virginia, Alabama, Ontario, Québec, Nova Scotia, New Brunswick, Newfoundland................................................................................................... A. longilamellata - In both sexes, notogastral setae thin, acuminate. Bothridial setae clavate or capitate. Males with setae h1 and p1 modified.... 4 4(3) In both sexes, bothridial setae fusiform. Notogastral setae long, thin acuminate, almost flagellate. Males with setae p1 and h1 spatulate, with small barbs bilaterally, positioned almost in transverse alignment on porose area 49–53 wide. Known from Alberta, British Columbia .................................................................. A. flaheyi sp. nov. - In both sexes, bothridial setae with capitate head. Notogastral setae short, thin, acuminate, except p1 and h1 of male. Males with posteromedial cavity, about 20 wide, positioned between lyrifissures ips, bearing strongly modified setae h1 and p1 internally in cavity. Known from California............................................................. A. schusteri sp. nov.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.030 | 0.011 |
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".