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Record W2593243108 · doi:10.1177/1468797616685645

(Re)constructing the Canadian border: Anti-mobilities and tourism

2017· article· en· W2593243108 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueTourist Studies · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsMobilitiesTourismNormalization (sociology)SociologyEconomic geographyPolitical scienceSocial scienceEconomicsLaw

Abstract

fetched live from OpenAlex

Drawing from an analysis of Canadian travel security and border policies, which is grounded in a critical mobilities approach, the article sheds light on the normalization and moralization of travel and tourism policies in the post-9/11 era as well as the implications thereof. In particular, the article aims to problematize the ways (tourism) mobility is constructed in contemporary Canadian policies and programmes (as deeply influenced by American policies); consider the implications of these constructions, most notably in terms of what we refer to as ‘anti-mobilities in tourism’; illuminate the implications of this particular moralization of Canadian border, travel, and security practices for travellers; and locate opportunities for tourism scholars to utilize a critical mobilities framework to continue to interrogate the normalization and moralization of particular travel policies more broadly.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.496
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0090.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.039
GPT teacher head0.362
Teacher spread0.323 · 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