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Record W996733074

Un 31% de los compradores españoles busca precio, mientras que para un 39% prima la calidad: Según el estudio Peopleshop, presentado por el Grupo Leo Burnett

2012· article· es· W996733074 on OpenAlexaboutno aff
Rocío Hernández

Bibliographic record

VenueAnuncios: Semanario de publicidad y marketing · 2012
Typearticle
Languagees
FieldBusiness, Management and Accounting
TopicConsumer Retail Behavior Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesGeographyCartographyPolitical scienceArt
DOInot available

Abstract

fetched live from OpenAlex

Los habitos de compra de los espanoles se han polarizado por el impacto de la marca de la distribucion, asi como la de la oferta low cost en un amplio rango de categorias. A grandes rasgos, podria decirse que hay dos arquetipos de compradores en nuestro mercado: el que busca precio y el que opta por la calidad (lo que no quiere decir necesariamente que busque marca). Es una de las conclusiones del estudio Peopleshop que acaba de lanzar Leo Burnett y que analiza los habitos de compra de las personas. Concretamente, se han investigado los habitos de mas de 13.400 compradores de hasta 24 categorias de producto, en Espana, Francia, Alemania, Italia, EEUU, el mercado hispano en Estados Unidos y Canada.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.088
Threshold uncertainty score0.176

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0170.002

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 head0.017
GPT teacher head0.269
Teacher spread0.251 · 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 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

Citations0
Published2012
Admission routes1
Has abstractyes

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