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Record W3086865386 · doi:10.1080/1389224x.2020.1816477

Modified listening group method as a knowledge-sharing and learning mechanism in agricultural communities in the Philippines

2020· article· en· W3086865386 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Journal of Agricultural Education and Extension · 2020
Typearticle
Languageen
FieldComputer Science
TopicICT in Developing Communities
Canadian institutionsnot available
Fundersnot available
KeywordsActive listeningMechanism (biology)Group (periodic table)AgricultureAgricultural educationKnowledge sharingKnowledge managementPsychologyBusinessGeographyComputer scienceCommunicationChemistry

Abstract

fetched live from OpenAlex

Purpose: The aim of this study is to explore if the modified listening group method that originated in Canada can enhance learning and sharing amongst farmers in a group learning setup.Design/Methodology/Approach: The study, participated in by 111 rice farmers, was conducted in Farmer Field School sites of PhilRice in the provinces of Agusan Del Sur, Bohol, Ilocos Norte, Negros Occidental, and Tarlac. It employed a quasi-experimental research design.Findings: Overall, we found that the modified listening group method enables learning of technical concepts and provides avenues for farmers to collectively forward their agenda to the government. Taking on a more critical approach, however, and moving this research forward, we argue that there is a need to scrutinise the types of knowledge shared and muted during the course of exchanges amongst farmers. Several questions relating to power relations in knowledge-sharing are advanced in this research.Theoretical Implications: This paper contributes to addressing the dearth of studies from developing countries on the use of listening groups in agricultural extension.Practical Implications: The study explores and offers a cost-effective strategy to enhance learning and sharing in a group learning setup amongst farmers.Originality/Value: The study explored how an old advisory method like the listening groups may be revived and modified to facilitate learning in a group learning setup.

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.

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)0.002
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.347
Threshold uncertainty score0.321

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.296
Teacher spread0.253 · 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