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Record W7024676227

Soup City: A Bricolage Methodology to Navigate the Complexity of Homelessness Across Macro-Policy and Micro-Local Spaces

2024· other· en· W7024676227 on OpenAlexaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2024
Typeother
Languageen
FieldPhysics and Astronomy
TopicAstrophysical Phenomena and Observations
Canadian institutionsnot available
Fundersnot available
KeywordsGrassrootsTransformational leadershipBricolageSpace (punctuation)PovertyIndigenousLegislatureResource (disambiguation)Technocracy
DOInot available

Abstract

fetched live from OpenAlex

We cannot address a social problem like homelessness holistically without understanding its complexity. While homelessness is a complex social construct with a wide range of parameters, dynamic interactions, and a high level of uncertainty, two profound disconnects exist at the macro-policy and micro-local levels in approaching the problem. Macro-policy level decision-makers, including politicians and policymakers, wield influence over legislative frameworks and resource allocations that shape national or regional responses to homelessness. In stark contrast, the micro-local level amplifies the voices of unhoused individuals, grassroots organizations, social workers, and community advocates who confront homelessness directly within their local contexts. In this PhD journey, I explore the common ground between macro-policy and micro-local approaches to make sense of the complex nature of homelessness. Grounded in the theories of space and complexity, I conduct a multi-theoretical approach, bricolage, to collage the fragmented pieces of policy and local levels together and synthesize them creatively. At the macro-policy level, in a co-authored paper, I delved into narrations of homelessness among thirty-eight members of the Organization for Economic Co-operation and Development (OECD) through a Chronotropic lens. The findings reveal the dynamism, diversity, and assortment of dimensions related to time, space, and body in the analyzed narratives, highlighting five main perspectives: viewing homelessness as an issue of security, vulnerability, quantification, inclusivity, and human rights. At the micro-local level, I had a transformational journey with Le Collectif Comm-Un, a grassroots organization built on the cornerstones of self-advocacy, healing, and community engagement to approach homelessness in the Milton-Parc neighborhood of Montréal. Applying a heuristic lens, I observed that my one-and-a-half-year engagement with the Le Collectif Comm-Un community shifted my focus from understanding homelessness to examining the sick society I come from. My dialogic Comm-Un experience illuminated homelessness as a form of protest against the dominant political-economic system, capitalism, which reproduces everyday social injustice. Finally, conducting a comparative analysis of findings from macro-policy and micro-local investigations, I found that the common ground between policy and local scales is a space characterized by heterogeneity, dynamism, and uncertainty, requiring collective praxis and interdisciplinary approaches. This space incorporates dualities like objectivity/subjectivity, formality/informality, individual/social, fixed/dynamic, vulnerability/human rights, and social identity/human interaction. Using theories of Carnival, embedded design, and insights from the Comm-Un community, I conceptualized this common ground, embracing all the dualities, with an imaginary spatial concept called Soup City. In Soup City, different actors from various levels of the macro-policy and micro-local spectrum meet to build human connection, suspend social hierarchies, decentralize knowledge production, challenge social norms, celebrate the power of community, and fuse their diverse intentions, resources, ideas, power positions, knowledge, strategies, worldviews, and stories. I, as a bricoleur and Comm-Un member, represent the Soup City space as a social game and art-informed participatory action research method for understanding the complexity of homelessness. I argue that we cannot make sense of the problem of homelessness without ongoing collective defining the problem, collective imagination, collective planning, collective action, and collective evaluation. No one can define and end homelessness except everyone. It takes a village!

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)0.010
metaresearch head score (Gemma)0.012
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: Methods · Consensus signal: Methods
Teacher disagreement score0.013
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.005
Science and technology studies0.0120.023
Scholarly communication0.0130.010
Open science0.0030.014
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0120.001

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 head0.075
GPT teacher head0.339
Teacher spread0.263 · 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
GenreMethods

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
Published2024
Admission routes1
Has abstractyes

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