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Record W3119482208 · doi:10.29173/cjfy29598

"Change is Coming": Imagined Futures, Optimism and Pessimism Among Youth Climate Protesters

2021· article· en· W3119482208 on OpenAlexfundvenueno aff
Jasper Cattell

Bibliographic record

VenueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Education and Societal Dynamics
Canadian institutionsnot available
FundersUniversity of Alberta
KeywordsFutures contractOptimismPoliticsNarrativeClimate changeSociologySocial movementPessimismScholarshipEnvironmentalismAction (physics)Gender studiesCollective actionPolitical scienceSocial psychologyPsychologyEpistemologyLaw

Abstract

fetched live from OpenAlex

In recent years, two unrelated developments have opened up new opportunities for examining how young people relate to climate change and participate in climate politics. First, there is a fast-growing literature in sociology and youth studies concerned with the roles of imagined futures in social action. Second, and more recent, is an explosion of youth-based climate activism, particularly the Fridays For Future movement. In this paper, I draw from in-depth interviews with participants in the Fridays For Future protests in London in Spring 2019, arguing that in this case of youth mobilization, protesters relied on shared, overarching narratives about the future of climate change, albeit ones that allow room for some divergence in opinion. In particular, I examine how regular involvement in the movement influenced participants’ imagined futures. Drawing from studies of similar issues by Kleres and Wettergren (2017) and Threadgold (2012), and from the phenomenological concept of “orientation” (Ahmed, 2005; Carabelli and Lyon, 2016), I argue that regular and repeated participation in climate activism engenders optimism among youth. This opens new ways of thinking about the relationship between political action and young people’s anticipations of climate change, with implications for scholarship of imagined futures, youth politics and climate politics.

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)0.006
metaresearch head score (Gemma)0.008
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 score0.980
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0070.008
Scholarly communication0.0080.004
Open science0.0010.005
Research integrity0.0020.005
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 head0.029
GPT teacher head0.287
Teacher spread0.258 · 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

Citations14
Published2021
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la JeunesseSame topicYouth Education and Societal DynamicsFrench-language works237,207