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Roles of the FGD Team Members: An Overview

2010· article· en· W2165228904 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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian social science · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicFocus Groups and Qualitative Methods
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceFocus groupHumanitiesSociologyPhilosophy

Abstract

fetched live from OpenAlex

The most familiar form of group interview is called focus group discussion (FGD). The use of FGD is widespread. This method derives from market research strategies but now come into common use in social science research area. The FGD can in the best of circumstances, bring out a lot of general information if it is perfectly performed. It is much needed to understand the roles of all members of the team in the field. This article is an attempt to discuss and analyze the roles of FGD team members. Key word: FGD; research method; team work; responsibility; quality information.Resume: La forme la plus courante de l'entrevue de groupe est appelee le groupe de discussion. L'utilisation de groupe de discussion est tres repandue. Cette methode est derivee des strategies de recherches de marche, mais maintenant elle est de l'usage commun dans le domaine de recherches des sciences sociales. Dans le meilleur des cas, le groupe de discussion peut faire ressortir beaucoup d'information generale si elle est parfaitement realisee. Il est indispensable de comprendre les roles de tous les membres du groupe sur le terrain. Cet article est une tentative de discuter et d'analyser les roles des membres de groupe de discussion.Mots-cles: groupe de discussion; methode de recherches; travail en equipe; responsabilite; information de qualite

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.892
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.004
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.093
GPT teacher head0.433
Teacher spread0.339 · 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