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Record W7017421698

Asteraceae : Solidago canadensis

2025· article· en· W7017421698 on OpenAlexaboutno aff

Bibliographic record

VenueOpen PRAIRIE (South Dakota State University) · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicSesquiterpenes and Asteraceae Studies
Canadian institutionsnot available
Fundersnot available
KeywordsInflorescenceAsteraceaeStamenHerbaceous plantApex (geometry)Vascular bundleBract
DOInot available

Abstract

fetched live from OpenAlex

Solidago canadensis is a perennial, herbaceous plant with a fibrous root system and well-developed creeping rhizomes, often forming dense colonies. Plants typically reach 0.5–2 meters in height. The stems are erect, slender, unbranched below the inflorescence, and covered with short, fine hairs, especially toward the upper portions. Leaves are alternate, simple, 3-nerved, mostly lance-elliptic, 6–15 cm long and 1–3 cm wide, broadest near the middle, and tapering toward the base and to a sharp point at the tip. Leaves are sessile or have very short petioles and the margins are mostly sharply toothed except near the leaf base (leaves may be toothless or nearly so just below the flower clusters). Upper leaf surfaces are medium to dark green and rough-textured, while lower surfaces are lighter green and softly pubescent along the veins and occasionally over much of the surface. Flowering occurs from August through October, with the inflorescence forming a large, plume-like, branching panicle up to 40 cm long, composed of numerous small yellow flower heads. Each involucre is bell-shaped, 2–3 mm long, with several overlapping, greenish to yellowish, lanceolate phyllaries. Each head contains 7–15 yellow ray florets (about 2–4 mm long, 0.5–1 mm wide) and 3–10 yellow disc florets. Stamens are five per disc floret, with yellow anthers about 1.5 mm long, forming a tube around the style; the prominent style is 2–3 mm long with a bifid stigma. The fruit is a small, dry, ribbed cypsela (achene), 1–2 mm long, grayish brown, maturing in late fall; each is topped by a white to pale brown pappus of fine bristles, 1.8 to 2.2 mm long. Canada goldenrod is native to South Dakota and is common throughout the state, found in prairies, fields, roadsides, and other disturbed or open habitats with full sun and well-drained or moderately moist soils. Solidago canadensis and Solidago altissima are difficult to differentiate. S. altissima has longer pappus hairs and thicker, firmer leaves that are minutely toothed or mostly toothed in the tip half where S. canadensis leaves are thinner, laxer, mostly toothed nearly to the leaf base, and is generally less hairy throughout.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.051
Threshold uncertainty score0.169

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0510.027

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.

Opus teacher head0.011
GPT teacher head0.247
Teacher spread0.237 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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