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Record W4411121859 · doi:10.30958/ajt.12-2-1

Tourism and the Counterculture Traveller: Reconsidering the Hippie Trail

2025· article· en· W4411121859 on OpenAlexaff

Bibliographic record

VenueAthens Journal of Tourism · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicMusic History and Culture
Canadian institutionsUniversity of Lethbridge
Fundersnot available
KeywordsCountercultureTourismSociologyAestheticsPolitical scienceEconomic geographyArtGeographyArt historyLaw

Abstract

fetched live from OpenAlex

By the 1960s, tourism was already becoming a large commercial industry selling travel as a purchasable commodity. A subset of conventional tourists were youths from western countries who made the journey to India along what became known as the Hippie Trail, a route that partially replicated the fabled Silk Road. Termed “hippies” by the popular press, the number who made the journey is estimated as close to two million. The emergence of these countercultural travellers was the product of specific material and cultural conditions. This paper is abridged from a soon to be published book based on my own experiences and interviews with forty-eight individuals who made the journey in the 1960s and 1970s. I focus here on the socio-demographic characteristics of travellers and the cultural milieu of the time. Specifically emphasized is the mutual impact of fiction and non-fiction writings, films, and music in shaping images conducive to a desire to travel the Hippie Trail.

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.365
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.033
GPT teacher head0.206
Teacher spread0.173 · 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 teacher head, not a consensus.

Study designNot applicable
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
Published2025
Admission routes1
Has abstractyes

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