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Record W7106005282 · doi:10.7939/83096

Abbot Pass Perceptions: mountaineers’ experiences of environmental change and recreation

2025· dissertation· en· W7106005282 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Alberta Library · 2025
Typedissertation
Languageen
FieldEarth and Planetary Sciences
TopicCryospheric studies and observations
Canadian institutionsnot available
Fundersnot available
KeywordsMountaineeringCognitive reframingRecreationClimate changeGlacierFocus groupThematic analysisFraming (construction)

Abstract

fetched live from OpenAlex

Across mountain ranges worldwide, rapid warming is destabilizing glaciers, permafrost, and slopes, with cascading effects on alpine heritage sites and the cultures that sustain them. While scientific monitoring records these physical changes, far less is known about how they are experienced, narrated, and acted upon within mountaineering communities, an issue brought into sharp focus in the Canadian Rockies. This study addresses that gap through a case analysis of the Abbot Pass located between (Banff and –Yoho National Parks in the, Canadian Rockies). A focus of this study is the Abbott Pass hut, an important climbing destination, was dismantled in 2022 after permafrost failure after its foundation. Drawing on three evidence streams—(i) visual archives (23 photographs, 1922–1931 and 2013–2024), (ii) Canadian Alpine Journal articles (~57, 1922–1931 and 2013–2022), and (iii) semi-structured interviews with 16 mountaineers across generations and roles, from professional guides to recreational hikers—the research applied qualitative content, narrative, and thematic analysis, with triangulation revealing convergences and tensions. Findings show a clear shift in both visual and textual records: early accounts celebrate construction ingenuity, stable glaciers, and confident risk-taking, framing the hut as a shelter for early ascents and mountain tourism. Contemporary materials on the other hand, describe unstable slopes, receding glaciers, and protective interventions, reframing it as a climate casualty and at the same time adaptation behaviours. Interviews deepen this picture, capturing experiences of rapid glacier loss, shortened safe seasons, rising risk, disappearing heritage, climate grief, urgency, deepened place attachment, adaptive practices such as altered routes and earlier starts, and economic strain on mountain tourism. Across all sources, mountaineering culture pivots from conquest toward custodianship. Methodologically, the study demonstrates the value of multi-source qualitative inquiry for detecting weak signals of change. Practically, it links environmental degradation to lived adaptation, shifting heritage discourse, and evolving safety culture. Conceptually, it reframes alpine huts as dynamic mediators of social memory, itinerary design, and stewardship. These contributions are balanced by limitations including seasonal bias in imagery, under-representation of Indigenous voices in early archives, and purposive sampling in a specialized community. Future research should broaden temporal and geographical scope, integrate Indigenous perspectives, and pair narrative indicators with environmental monitoring to guide climate-responsive heritage management, tourism planning, and mountaineering safety strategies.

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How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.663
Threshold uncertainty score0.670

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.005
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.173
Teacher spread0.160 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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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