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Record W4366782488 · doi:10.1111/chso.12734

Homeless youth‐led activism and direct action: Lessons from a participatory research project in Tio'tia:ke/Montréal

2023· article· en· W4366782488 on OpenAlexafffundabout
Jayne Malenfant, Mickey Watchorn, Naomi Nichols

Bibliographic record

VenueChildren & Society · 2023
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsTrent UniversityMcGill University
FundersSocial Sciences and Humanities Research Council of CanadaPierre Elliott Trudeau Foundation
KeywordsParticipatory action researchSolidarityYouth studiesAction researchSociologyCitizen journalismDirect actionPoliticsInclusion (mineral)Community organizingGender studiesPolitical sciencePublic relationsPedagogyLaw

Abstract

fetched live from OpenAlex

Abstract This article explores the involvement of youth with lived experience (LE) in activism and research aimed at addressing youth homelessness in Canada. Based within a youth‐participatory action research project in Tio'tiá:ke/Montréal, Canada, we reflect on how young people described their own activist organising, as well as the practical ways we may harness actions that homelessness youth are already doing to create communities and solidarity. The authors are members of Youth Action Research Revolution (YARR), a research team primarily made up of youth with LE of homelessness. We position the analysis at an intersection of our own experiences and 63 interviews with youth aged 16–29 conducted by YARR from 2018 to 2021. Conceiving of participatory, youth‐led research as a form of direct action we outline lessons learned from our own research and LE. Young people within our team and participants in YARR's research shared critiques of State systems while outlining the work that they undertook with their peers to act on issues of housing precarity, often eschewing activism aimed at State processes or institutional reform in favour of direct action. This article proposes a mode of fostering youth‐led, socially just change around homelessness—one that shifts conversations from inclusion to solidarity, and recognises the radical potential of research by‐and‐for young people. The authors conclude that research and advocacy on homelessness is always inherently political for young people with LE, and that harnessing the direct action that youth already do to survive is not only a socially just form of mobilising, but can contribute to broader activism towards housing justice.

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)0.028
metaresearch head score (Gemma)0.015
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 score0.080
Threshold uncertainty score0.579

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0320.023
Scholarly communication0.0090.003
Open science0.0050.011
Research integrity0.0020.004
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 head0.337
GPT teacher head0.516
Teacher spread0.179 · 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

Citations10
Published2023
Admission routes3
Has abstractyes

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