Figures 1-18 from: Lafontaine D, Walsh J, Ferris C (2014) A revision of the genus Protorthodes McDunnough with descriptions of a new genus and four new species (Lepidoptera, Noctuidae, Noctuinae, Eriopygini). ZooKeys 421: 139-179. https://doi.org/10.3897/zookeys.421.6664
Bibliographic record
Abstract
Figures 1-18 - Protorthodes adults 1 Protorthodes curtica ♂, USA, California, San Diego Co., Palomar Mountain Rd, 4800' 2 Protorthodes curtica ♂, USA, Washington, Douglas Co., Pine Canyon 4 mi ENE Orono, 2200–2360' 3 Protorthodes curtica ♀, Canada, British Columbia, Seton Lake 4 Protorthodes eureka ♂, USA, Colorado, Moffat Co., Dinosaur National Monument, Harper's Corner Road Canyon Overlook, 7840' 5 Protorthodes eureka ♂, USA, Wyoming, 28 mi NW Riverton 5700' 6 Protorthodes eureka ♀, USA, Colorado, Moffat Co., Dinosaur National Monument, Harper's Corner Road Canyon Overlook, 7840' 7 Protorthodes incincta ♂, USA, Wyoming, Laramie 7500', 41°17'N, 105°31'W 8 Protorthodes incincta ♂, Canada, Alberta, Lethbridge 9 Protorthodes incincta ♂, Canada, Alberta, Manyberries, Dominion Range Station 10 Protorthodes incincta ♂, USA, Colorado, Moffat Co., Dinosaur National Monument, Poole Creek Canyon 5200' 11 Protorthodes incincta ♂, USA, Wyoming, 7498' (2287 m), 41°17.866'N, 105°31.519'W 12 Protorthodes incincta ♂, USA, Colorado, Chaffee Co., Buena Vista 7800' 13 Protorthodes incincta ♂, Canada, Alberta, Dinosaur Prov. Park 2100', 50°41'N, 111°30'W 14 Protorthodes incincta ♂, USA, New Mexico, Grant Co., 4360', 32°50.86'N, 108°35.56 W 15 Protorthodes incincta ♂, Canada, Ontario, Long Point, 42°34.82'N, 80°24.61 W 16 Protorthodes incincta ♀, USA, Nevada, 7 mi S Silver Springs, 4200' 17 Protorthodes argentoppida ♂, USA, New Mexico, Sandoval Co., La Jara Canyon, Jemez Mts, 7400' 18 Protorthodes argentoppida ♂, USA, New Mexico, Catron Co., 6200', 33°39.99'N, 108°52.34 W.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.804 | 0.657 |
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".