MétaCan
Menu
Back to cohort
Record W7057223951

Justice On The Rocks: (re)writing People And Place In Banff National Park

2018· other· en· W7057223951 on OpenAlexaboutno aff

Bibliographic record

VenueYork University Digital Library (York University) · 2018
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsNational parkNarrativeWildernessIndigenousEconomic JusticeArgument (complex analysis)Ethnography
DOInot available

Abstract

fetched live from OpenAlex

Banff National Park is most commonly and powerfully represented as a place intended for wealthy tourists to experience leisure and for “all Canadians” to encounter “the essence of Canada,” representations that emphasize transience, leisure, safety and abstract notions of nature and nation. These institutional narratives of place validate management decisions that alienate residents and motivate them to assert special claims to belonging that distinguish between the local who belongs and those who are out of place. My first argument, developed through a survey of creative non-fiction and fiction literature of the Rocky Mountain Parks, is that literature has been a key site for articulating such claims and setting such distinctions, as evident in recurrent emphasis on permanence, work, risk and place-based knowledge. Supported by the work of scholars and activists in environmental justice and the related fields of critical race, gender, queer, disability and Indigenous studies, my second argument is that the dominant narratives of Rocky Mountain literature, while resisting institutional narratives and promoting Banff National Park as a co-creation of more-than-human assemblage, inscribe a highly privileged framework for belonging. Such a framework naturalizes white, masculine, heterosexual and able bodies through their engagement with rugged wilderness landscapes and other-than-human animals while negating, excluding or marginalizing those who do not conform. This paper goes on to present a series of Banff National Park stories, derived from walking interviews and textual research, that historicize, politicize and otherwise confound naturalized normativity without abandoning efforts to narrate more-than-human co-creation of Banff National Park spaces. These stories are told in two sections – one which takes place in the wilderness setting of Saskatchewan River Crossing and the other within the urban Banff townsite – and attempt to disseminate experiences of making a home in the particular social and environmental landscapes of Banff National Park that are complicated by intersections of race, gender, sexuality, nationalism, capitalism, religion, Indigeneity and class. This paper argues that those resisting institutional processes of exclusion in Banff National Park must interrogate their own privilege if they hope to promote anything approaching environmental justice in the Canadian Rockies, while simultaneously attempting to model new narratives by engaging with and privileging a variety of claims to place that destabilize my own, including stories of Indigenous displacement, imprisoned labour, genderqueer performance and racialized migrant labour.

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 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)0.005
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.818
Threshold uncertainty score0.362

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0260.023
Scholarly communication0.0080.008
Open science0.0020.006
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0030.000

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 head0.014
GPT teacher head0.191
Teacher spread0.177 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueYork University Digital Library (York University)Same topicMagnetic confinement fusion researchFrench-language works237,207