Bibliographic record
Abstract
Speyeria hesperis irene (Boisduval, 1869) (Figure 33) Argynnis irene Boisduval, 1869: 60. Speyeria atlantis irene (Boisduval) [dos Passos and Grey 1947]. Speyeria hesperis irene (Boisduval) [Scott et al. 1998]. Common name. Irene fritillary. Type deposited. Lectotype (female) designated by dos Passos and Grey (1947) at National Museum of Natural History (Figure 33). Type locality. Interior of California. Defined by dos Passos and Grey (1947) as Massack, Plumas County, California. However, Emmel et al. (1998a) stated that the restriction of the type locality to Massack, Plumas County is unsatisfactory and note that S. h. irene is not found in the immediate vicinity of Massack. Emmel et al. (1998a) defined the type locality to be Gold Lake, Sierra County, California, where the ‘ irene ’ phenotype is known to occur. Type label data. “ Montivaga Behr irene Bd. Calif.; Argynnis Egleis [female] (Irene, Bdv. Lepid. Californie, p. 60) specim-typic.; EX MUSAEO Dris. BOISDUVAL; Oberthur Collection; Type irene Bdv. a/c Hofer; Barnes Collection”. Identification, taxonomy, and variation. Adults are similar to Speyeria hesperis dodgei, S. hesperis hanseni, S. hesperis cottlei (see Emmel 1998c) as well as the sympatrically occurring S. zerene. Ventral hindwing spots are cream colored on S. h. irene. Adult wingspan ranges from 50-55 mm. Range. Occurs in the northern Sierra Nevadas of California, south to Yosemite in isolated colonies. Life history. Occurs in open, dry meadows.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.019 | 0.006 |
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".