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Record W2609394034

The Community Divide is more Detrimental than the Plant Itself: Confrontational Stigma and Community Responses to Rural Facility Siting

2017· article· en· W2609394034 on OpenAlexaffvenueabout
Sarah A. Mason, Isaac Luginaah, Jamie Baxter

Bibliographic record

VenueJournal of rural and community development · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicPlace Attachment and Urban Studies
Canadian institutionsWestern University
Fundersnot available
KeywordsStigma (botany)Rural communityAgricultureEconomic growthRural areaDiversity (politics)SociologyPolitical scienceSocioeconomicsGeographyPsychologyEconomics
DOInot available

Abstract

fetched live from OpenAlex

Rural communities are changing as ex-urban residents in-migrate with differing expectations than long-time residents of the surrounding agricultural community. The implications come into focus when techno-industrial developments are introduced in rural landscapes—potentially affecting residents’ place attachment. In the Township of Southgate, Ontario, a proposed biosolid (sewage sludge) processing facility resulted in hostile community conflict and emotional impacts that have driven a wedge between friends and family members. Utilizing in-depth interviews (n=22), this paper examines narratives of community in Southgate Township and the emotional impacts residents experienced during the facility siting process. The results suggest that divergent responses to facility development and landscape change has stimulated particularly strong intra-community conflict and emotions, altering the ways rural residents initially perceive their landscape and community as a safe tranquil place with a strong sense of community. Emerging from this analysis is the notion of confrontational stigma whereby residents worried the polarizing conflict that emerged in the community between those who oppose the facility versus those who support it for economic and agricultural purposes is leading to outsiders viewing their community negatively. Residents described how this depth of conflict could be more detrimental to the community than the effects of the facility itself. These findings suggest greater attention to community-level impacts of facility siting in rural areas in particular. This study makes recommendations for a facility siting process in rural communities that is more attentive to the diversity of rural residents, their range of place attachments and the potential for lasting social and emotional impacts within these diverse rural communities. Keywords: biosolids; community conflict; place attachment; community dynamics; waste processing; risk perception ------------------------------------------------------- Resume Les communautes rurales sont en plein changement alors que les anciens citadins qui s' y installent ont des attentes differentes de celles des residents de la communaute agricole avoisinante. Les implications deviennent evidentes quand les developpements techno-industriels sont introduits dans les paysages ruraux-potentiellement affectant l'attachement des residents a l'endroit. Dans la municipalite de Southgate, en Ontario, une suggestion d'usine de traitement de biosolides (boues d'epuration) a entraine des conflits hostiles dans la communaute et des impacts emotionnels qui ont cree un fosse entre amis et membres de la famille. En utilisant la methode d'entrevues approfondies (n=22), cet article examine les recits de la communaute, dans la municipalite de Southgate, et les impacts emotionnels que les residents ont subis durant le processus d'implantation de l'usine. Les resultats suggerent que des reponses divergentes au developpement de l'usine et le changement du paysage ont stimule des conflits et emotions intra-communautaires particulierement forts, alterant les facons dont les residents ruraux percoivent initialement leur paysage et leur communaute, c'est-a-dire comme un endroit tranquille et securitaire avec un fort sentiment communautaire. L'on tire de cette analyse la notion de stigma conflictuel, notion selon laquelle les residents se soucient de l'etendue d'un conflit polarisant qui emerge dans une communaute entre ceux qui s'opposent a une installation et ceux qui la supportent pour des raisons economiques et agricoles, ce dernier point de vue etant privilegie a celui d'une personne exterieure jugeant la communaute negativement. Les residents ont decrit dans quelle mesure la profondeur les conflits pourrait etre encore plus nefaste que l'usine elle-meme. Ces resultats suggerent de porter une plus grande attention aux impacts aux niveaux communautaires lors de l'implantation d'installations, en particulier en zones rurales. Cette etude fait des recommandations sur les processus d'implantation des installations dans les communautes rurales qui tiennent davantage compte de la diversite des residents ruraux, leurs degres d'attachement a un lieu et la possibilite d'impacts sociaux et emotionnels durables entre les diverses communautes rurales.

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.034
Threshold uncertainty score0.067

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0080.008
Scholarly communication0.0030.002
Open science0.0010.005
Research integrity0.0010.002
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 head0.085
GPT teacher head0.347
Teacher spread0.262 · 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 designObservational
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

Citations6
Published2017
Admission routes3
Has abstractyes

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