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Record W4281730276 · doi:10.5539/eer.v12n1p56

Problems of Invasive Species of Water Hyacinth (Eichhornia Crassipes [Mart.] Solms) in Cameroon with Special Reference to Its Eradication and Valorization: A Bibliographical Review

2022· review· en· W4281730276 on OpenAlexvenueno aff
Nwamo R.D., Ajonina G.N., Pride Ndasi Ngwasiri, F. Besack, Moudingo E.J-H.

Bibliographic record

VenueEnergy and Environment Research · 2022
Typereview
Languageen
FieldAgricultural and Biological Sciences
TopicBiological Control of Invasive Species
Canadian institutionsnot available
Fundersnot available
KeywordsHyacinthEichhornia crassipesAquatic plantEnvironmental planningWater resource managementEnvironmental scienceBiologyEcology

Abstract

fetched live from OpenAlex

Originally from South America, the water hyacinth (Eichhornia crassipes [Mart.] Solms) has been introduced in several parts of the world as an ornamental plant and particularly in Cameroon. However, this plant later became one of the most dangerous freshwater aquatic plant species. For this, it has been the subject of a global reflection because due to its rapid spread and its rapid development, it is at the origin of the difficulties encountered in the sector of river or maritime navigation, irrigation and life in an aquatic environment. In Cameroon, we observe a lot of damage to the environment and local economy caused by water hyacinth pollution of lakes and rivers. However, its infestation can be controlled by physical, chemical and biological methods of control which prove to be better adapted to a sustainable management of the hyacinth. Alongside these methods, there is an urgent need to reflect on its promotion, including its popularization, which will offer the populations of the areas concerned opportunities and impetus towards a change in pro-environmental behavior in the management of national heritage. This research work examines current research activities on the subject, based on the scientific and technological relevance of Eichhornia crassipes in the light of existing knowledge. In a specific way, this paper will focus on the systematic and the morphological description of the water hyacinth, the dispersion and the problems created by its presence, the means of control and valorization of the water hyacinth.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0100.011
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.121
GPT teacher head0.287
Teacher spread0.166 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations12
Published2022
Admission routes1
Has abstractyes

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Same venueEnergy and Environment ResearchSame topicBiological Control of Invasive SpeciesFrench-language works237,207