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Native seeds of Solidago gigantea exhibit equal or superior performance compared to non-native seeds

2025· preprint· en· W4412431038 on OpenAlexaff
Kevin Kožić, Róbert W. Pál, Christoph Rosche, Ragan M. Callaway, Kevin Cianfaglione, Aray Dossan, David J. Ensing, Inderjit Inderjit, Rita Filep, Zigmantas Gudžinskas, Isabell Hensen, Chandra E. Moffat, Andriy Novikov, Dávid U. Nagy

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldAgricultural and Biological Sciences
TopicSeed and Plant Biochemistry
Canadian institutionsAgriculture and Agri-Food Canada
Fundersnot available
KeywordsGiganteaSolidago canadensisBiologyBotanyNative plantInvasive speciesHorticultureIntroduced speciesAgronomy

Abstract

fetched live from OpenAlex

Germination and early seedling establishment are critical bottlenecks in a plant’s life cycle and can strongly influence adult performance. While many studies showed that performance of adult plants can differ substantially between native and non-native populations, it remains unclear whether such differences are already evident during the earliest life stages. We compared germination success and early seedling growth of Solidago gigantea sourced from 28 native and 33 non-native populations. As adult plants from the non-native range typically grow much larger than their native counterparts, range-dependent eco-evolutionary dynamics likely contribute to the invasion success of this species. Seeds from native populations germinated equally well or better than those from non-native populations. Similar patterns were observed for seedling growth. Moreover, plants from plain habitats outperformed those from mountainous habitats, but this difference was only apparent within the non-native range. Other habitat variables showed no effect on germination or seedling performance. Although previous work indicates strong selection for increased growth rates in adult S. gigantea individuals from the non-native range, such selection seems not to act on germination or seedling establishment. Our findings imply that recruitment traits are probably not key targets of selection in the context of habitat differentiation or invasion dynamics.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.033
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.038
GPT teacher head0.266
Teacher spread0.228 · 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 teacher head, not a consensus.

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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