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Record W7065256019

Discursos del uno para con el otro entre los que están y los que llegan a España y EEUU: encuesta de opinión

2002· article· es· W7065256019 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

Venuee_Buah · 2002
Typearticle
Languagees
FieldPhysics and Astronomy
TopicAstrophysical Phenomena and Observations
Canadian institutionsnot available
Fundersnot available
KeywordsRelation (database)PopulationPresentation (obstetrics)Public opinion
DOInot available

Abstract

fetched live from OpenAlex

Spanish society has begun a process of change that started in the USA a long time ago. In both countries-as happened in Canada, Australia and European countries such as England, France or Holland-one of the major reasons for this change is the arrival of people from other places with different languages, cultures, religions and ideas. The main aim of the present study is to investigate the attitudes and opinions among the current population and those that are arriving in both the USA and Spain. To carry out such a study, first, I will bring to debate sorne terminological questions related to the concepts of "multiculturalism," "cultural diversity," and "interculturality" through the presentation of the more commonly accepted models "of integration." Secondly, I will introduce the topic of the social debate on migration in the media as an introduction to the empiric study that will follow. Thirdly, I will present the results of the opinion survey carried out in both countries among people of different geographical and cultural origin during 2001 and 2002. Finally, and considering the results of the survey, I will conclude with the similarities and differences between the North American and Spanish realities in relation to the debate about the current population and those that are arriving and their influence on the development of the social, political, and cultural life of each country.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.623
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.255
Teacher spread0.238 · 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