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Record W4401504878 · doi:10.55016/ojs/tsw.v2i1.77853

Integrated developmental and green social work field education to control fall armyworm Infestation in maize crops in Malawi

2024· article· en· W4401504878 on OpenAlexaff
Emmanuel Chilanga, Ruth Mbeya, Vitumbiko Ng'ambi, Maureen Chilanga

Bibliographic record

VenueTransformative Social Work · 2024
Typearticle
Languageen
FieldHealth Professions
TopicCommunity Health and Development
Canadian institutionsUniversity of Northern British Columbia
Fundersnot available
KeywordsPesticideInfestationBiologyAgronomy

Abstract

fetched live from OpenAlex

In Malawi, fall armyworm (FAW) infestation in maize crops is a problem of public importance as it reduces maize yields and exacerbates household food insecurity. In addition to pest resistance, the use of synthetic pesticides to control FAW negatively affects the health of farmers and the environment. Biochemical pesticides from plants contain naturally non-toxic chemotypes and are effective in controlling pests. Tephrosia vogelii plants contain these bioactive phytocompounds that have pesticidal properties. Geographical location and plant species influence the occurrence of phytocompounds in Tephrosia vogelii. Farmers in Sub Sahara-Africa are using Tephrosia vogelii as a pesticide but there are mixed research findings regarding its effectiveness in controlling FAW pests. This study was informed by developmental and Green Social Work frameworks to compare the effectiveness of Tephrosia vogelii leaves extracts, Belt 480 SC, and soap solution in controlling FAW in maize gardens. The study employed a randomized complete block design with four replication gardens and was conducted from November 2022 to March 2023. A social work field education student was assigned to coordinate the project. The study affirmed that the sampled Tephrosia vogelii leaf extracts contained pesticidal chemotypes. The results of field gardens suggest that Tephrosia vogelii leaf extracts have similar potency to Belt SC 480 chemical pesticide. It has been identified that Boom detergent soap is not as effective as Tephrosia vogelii leaf extracts. The study has social work field education implications for empowering practicum students to gain community mobilization skillsets, to participate in environmental justice advocacy, and to uphold social work values.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.817
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.043
GPT teacher head0.403
Teacher spread0.360 · 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
Published2024
Admission routes1
Has abstractyes

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