Liparis loeselii (L.) L.C.Rich bog twayblade Orchidaceae (Orchid Family) Liparis loeselii bog twayblade Status: State Endangered
Bibliographic record
Abstract
General Description: Plant with two large basal leaves with parallel venation; flower stalk 3-8 inches tall; flowers white to yellowish-green; sepals 3/16 to 5/16 inch, 3-nerved; petals 1-nerved, 3/16 to 1/4 inch; lip 3/16 to 1/4 inch, oblong-oval, abruptly acute and with a narrow base, curved downward, 5-7 veined. The use of a technical key is recommended for positive identification. Identification Tips: This is the only Liparis which occurs in WA. The other genera which are at least superficially similar include Listera and Platanthera. The former all have leaves that are borne near midlength of the stem, rather than essentially at the base. The latter have a spur on the lowermost petal (the lip). Phenology: This species is identifiable in June. Range: Nova Scotia to Alabama, very sporadically to Saskatchewan, North Dakota, and Iowa. Also occurs in Europe. Disjunct in WA, occurring in the Eastern Cascades and Puget Trough physiographic provinces. Habitat: The species occurs around springs, in bogs, and wet sunny places within Douglas fir dominated forests in WA. Associated species include red alder (Alnus rubra), salmonberry (Rubus spectabilis), hardhack (Spirea douglasii), adder’s tongue (Ophioglossum vulgatum), skunk cabbage (Lysichitum americanum), mountain alder (Alnus incana), bog willow (Salix pedicellaris), mud sedge (Carex limosa), slender sedge (Carex lasiocarpa), roundleaf sundew (Drosera rotundifolia), common buckbean (Menyanthes trifoliata), swamp laurel (Kalmia occidentalis), trailing St. John’s wort (Hypericum anagalloides), marsh cinquefoil (Potentilla palustris), and Baltic rush (Juncus balticus).
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 0.004 |
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".