Bibliographic record
Abstract
Key to North American species of Hypotrix 1. Forewing longitudinally streaked; antemedial, medial, and postmedial lines absent........................................................................................................ 2 – Forewing pattern mottled or well defined but not longitudinal streaking; some transverse lines evident...................................................................... 3 2. Forewing with yellow or orange on veins and black streaks between veins...................................................................................................... H. ferricola – Forewing cream colored with fine dark streaks and speckling and dark shading toward posterior margin of wing.................................. H. diplogramma 3. Reniform spot large, black and crescentic, usually fused to rounded black orbicular spot................................................................................ H. lunata – Reniform spot, if dark, then kidney shaped or oval.................................... 4 4. Middle and hind tibiae with spiniform setae posteriorly near tibial spurs... 5 – Middle and hind tibiae without spiniform setae......................................... 8 5. Forewing with subterminal line straight with dark line proximally............. 6 – Forewing with subterminal line absent or irregular..................................... 7 6. Reniform and orbicular spots with pale contrasting outline; foretibia with spiniform setae............................................................................ H. spinosa – Reniform spot mainly obscure, except for dark area in lower part of reniform spot; orbicular spot a dark dot; foretibia without spiniform setae.................................................................................................................. H. parallela 7. Forewing without basal dash; antemedial line separated from orbicular spot by distance equal to width of line................................................ H. ocularis – Forewing with black basal dash; antemedial line touching orbicular spot..................................................................................................... H. basistriga 8. Forewing silvery gray with contrasting orange and orange-brown shading in terminal area.................................................................................. H. naglei – Forewing reddish brown, orange brown, or yellow brown; terminal area similar in color to remainder of forewing.......................................................... 9 9. Forewing with three mainly parallel dark and/or light transverse lines............................................................................................................ H. trifascia – Forewing with transverse lines more irregular........................................... 10 10. Forewing with reniform and orbicular spots gray with contrasting yellow triangular spot between them and below costa................................. H. optima – Forewing without yellow between reniform and orbicular spots............... 11 11. Forewing with medial area much paler than basal and subterminal areas, so reniform and orbicular spots contrastingly darker.......................... H. hueco – Forewing with medial area similar in color to basal and subterminal areas and with reniform and orbicular spots not especially contrasting.................... 12 12. Forewing with subterminal line irregular; reniform and orbicular spots with pale-yellow outline; reniform and orbicular spots not especially contrasting................................................................................................... H. alamosa – Forewing with subterminal line straight, except toward apex; reniform spot mainly obscure, except for dark area in lower part of spot; orbicular spot absent ................................................................................................ H. rubra
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.039 | 0.015 |
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".