Conseils Aux Voyagers: reflexões sobre a utilização da comunicação digital no processo de construção do imaginário turísitico de estrangeiros no Brasil
Bibliographic record
Abstract
Este artigo busca analisar, por meio de uma abordagem qualitativa, os conteúdos comunicacionais do portal institucional Voyage.gc.ca. A análise os dados analisados revelam que a violência e criminalidade urbana, assim como a figura estereotipada do malandro brasileiro são os principais objetos de informação divulgadas pelo governo canadense para turistas com destino ao BrasilPalavras-chave: comunicação digital; imaginário turístico; estrangeiros. Conseils Aux Voyagers: reflections on the use of digital communication in the process of construction of the tourist imaginary of foreigners in BrazilAbstract: This article aims to analyze, through a qualitative approach, the content of the communication items in the institutional website Voyage.gc.ca. The data analyzed reveal that violence and urban crime, as well as the stereotypical image of the "malandro (rogue)" are the main information propagated by the Canadian government to the tourist travelling to Brazil.Key words: digital communication; tourist imaginary; foreign. Conseils Aux Voyagers: reflexiones sobre el uso de comunicación digital en el proceso de construcción del imaginario turístico de los extranjeros en BrasilResumen: En este artículo se pretende analizar, a través de un enfoque cualitativo, el contenido comunicacional de Voyage.gc.ca portal institucional. Los datos del análisis analizadas demuestran que la violencia y la delincuencia urbana, así como la figura estereotipada del tramposo de Brasil son los principales objetos de información dadas a conocer por el gobierno de Canadá para los turistas a Brasil.Palavras-chave: comunicação digital; imaginário turístico; extranjero.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.010 | 0.019 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".