Figures 72-81 from: Maddison WP (2017) New species of Habronattus and Pellenes jumping spiders (Araneae, Salticidae, Harmochirina). ZooKeys 646: 45-72. https://doi.org/10.3897/zookeys.646.10787
Bibliographic record
Abstract
Figures 72-81 - \n \n Pellenes peninsularis. 72 Bulb of left palp, holotype of Pellenes peninsularis Emerton, 1925 73–74 Left palp, holotype of Pellenes wrighti Lowrie & Gertsch, 1955 75–76 Left palp, male from Nova Scotia (DRM02.103) 77–78 Left palp, male from east-central Ontario (WPM#76-133) 79 Male from east-central Ontario (WPM#76-133) 80 Epigynum, ventral view, female from Nova Scotia (DRM02.103) 81 Epigynum, cleared, dorsal view, same female. DRM and WPM collecting codes are those indicated in specimen records.
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 | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.765 | 0.520 |
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".