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Record W4411490850 · doi:10.1080/02705060.2025.2520925

No evidence of an allelopathic effect of Eurasian watermilfoil ( <i>Myriophyllum spicatum</i> ) on cyanobacteria in two Canadian Lakes

2025· article· en· W4411490850 on OpenAlexfundaboutno aff
Colin Bergeron, François Proulx, Sonja Behmel, Claude Lavoie

Bibliographic record

VenueJournal of Freshwater Ecology · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicAquatic Ecosystems and Phytoplankton Dynamics
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaMitacs
KeywordsMyriophyllumAllelopathyBiologyCyanobacteriaEcologyBotanyGerminationAquatic plantBacteria

Abstract

fetched live from OpenAlex

Eurasian watermilfoil (Myriophyllum spicatum) is an exotic vascular plant in North America and highly invasive in lacustrine environments. This plant forms dense, extensive beds that can interfere with recreational activities. Eurasian watermilfoil has been shown in laboratory experiments to cause mortality or low growth rates to several species of cyanobacteria, because of allelopathic molecules (fatty acids, polyphenols) released into the water by the plant. The allelopathic effect of Eurasian watermilfoil has never been studied in a natural setting. The main objective of this study was to verify whether a causal link between Eurasian watermilfoil and cyanobacteria could be established in two infested lakes of southern Québec, Canada. Some fatty acids or polyphenols (ellagic, nonanoic, octadecenoic and oleic acids) were detected in summer and autumn in the water, but in concentrations well below (30 to 35,000 times lower) the theoretical concentrations at which they reduce the growth of cyanobacteria. There was no evidence of allelopathic effects of Eurasian watermilfoil on the cyanobacterial assemblages. Other chemical and physical factors likely had greater influences on cyanobacterial assemblage composition than Eurasian watermilfoil, notably phosphorus concentration and water temperature. However, some cyanobacterial species known to be influenced by Eurasian watermilfoil, in particular Microcystis aeruginosa, were not specifically identified in this study, so caution must be exercised before concluding that there is no allelopathic effect.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.763
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.005
GPT teacher head0.254
Teacher spread0.248 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations1
Published2025
Admission routes2
Has abstractyes

Explore more

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