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Record W7120818376

Marketing strategies and profile of family farming cooperatives in the Center-West and South of Brazil

2023· dissertation· pt· W7120818376 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.

fundA Canadian funder is recorded on the work.
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

VenueLA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · 2023
Typedissertation
Languagept
FieldEnvironmental Science
TopicRural Development and Agriculture
Canadian institutionsnot available
FundersOffice of Energy Research and DevelopmentInter-American Development Bank
KeywordsAutonomyOrder (exchange)Production (economics)Government (linguistics)AgricultureQuality (philosophy)Agricultural marketing
DOInot available

Abstract

fetched live from OpenAlex

One of the aims of cooperatives is to organize production and marketing in order to find new markets and get away from dependence on intermediaries. They are therefore looking for strategies that will allow them to survive, develop and be autonomous in the running and advancement of their enterprises. With this in mind, the general aim of this study was to analyze the marketing and autonomy strategies of family farming cooperatives in the Central West and South regions of Brazil. Managers and members of six agricultural cooperatives were interviewed, one in Rio Grande do Sul, two in Paraná and three in Goiás, all of which are made up of family farmers and are involved in government institutional marketing programs. The results show that two cooperatives in Goiás and the one in Rio Grande do Sul are managed with the effective participation of their members. The cooperatives in Paraná and one in Goiás have a more corporate management model, with more decision-making by the organization's management. Access to credit presents difficulties in terms of guarantees and excessive bureaucracy, highlighting the organizations' weaknesses. Raising non-reimbursable funds was seen as the main source of investment. The organizations are dependent on institutional programs for fresh products. It can be concluded that there is a notorious lack of autonomy in family farming cooperatives, with significant dependence on public purchases via institutional programs, difficulties in operating in other markets and dependence on non-reimbursable resources for investments. Weaknesses in the quantity and quality of production were pointed out as the main challenge facing cooperatives, leading us to conclude that this is just the tip of a complex scenario of weaknesses in management and technical assistance and rural extension.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.767
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.018
GPT teacher head0.244
Teacher spread0.226 · 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