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Record W4415608215 · doi:10.1386/hosp_00098_1

‘Fast hospitality’ and technology: Contemporaneous connections between ‘liquid’ and ‘solid’ in modern times

2025· article· en· W4415608215 on OpenAlex
Adam Weaver

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.

Bibliographic record

VenueHospitality & Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicZygmunt Bauman's Sociology
Canadian institutionsNiagara College
Fundersnot available
KeywordsPaceFunction (biology)Profitability indexSet (abstract data type)Competition (biology)ModernityFocus (optics)

Abstract

fetched live from OpenAlex

This article explores the use of technology to provide hospitality at high speed. The requirements of economic competition and achieving profitability underpin the need for speed. Speed, in this article, is viewed as a function of Zygmunt Bauman’s notion of liquid modernity but also points to evidence of solid structures. Solidly positioned corporations set the pace of the speed agenda. Trade journal articles offer insight into the corporate-managed push for technology-driven speed. Themes are noted that relate to ‘fast hospitality’: an overarching concept that blends the desire for speed and liquid relations with the profit-seeking practices of ‘solidly’ entrenched corporate entities. The interplay between Bauman’s notions of solid and liquid is presented as one of contemporaneous connection rather than historical transition. Rather than representing a shift from the liquid to the solid – a notion more consistent with Bauman’s work – ‘fast hospitality’ would appear to be deployed in a way that weaves them together strategically. Such actions help corporations avoid uncertainty as well as address an absence of focus and clear direction: conditions typically associated with liquidity. ‘Fast hospitality’ is a function of solid organizational structures that aim to preserve a rationalized economic order, thus minimizing uncertainty, during liquid modern times.

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 categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.500
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.013
GPT teacher head0.315
Teacher spread0.302 · 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