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Record W7045321573

Borrowed practices : renew or hold : examining the potential for the spreading of libraries of things in Mexico City through social practice

2017· other· en· W7045321573 on OpenAlexaboutno aff

Bibliographic record

VenueLund University Publications Student Papers (Lund University) · 2017
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsSustainabilitySharing economySolidarityTransformative learningBarterThrivingSocial practiceSolidarity economyBest practice
DOInot available

Abstract

fetched live from OpenAlex

Libraries of things, non-for-profit physical spaces where people borrow objects they would otherwise buy, have spread over Europe, the U.S., and Canada and have now emerged in Mexico City, where challenges to sustainability such as increased consumption levels and insufficient waste management abound. Collaborative economy initiatives like libraries of things are exposed as more sustainable alternatives to conventional patterns of satisfying human needs. Practices related to CE are not foreign to citizens in Mexico City as historical traditions of trade and barter and circulation of used objects have remained vibrant in convergence with monetization. Yet, the aforementioned practices have often been regarded as pertaining to lower class status. Nevertheless, collaborative economy platforms, while for-profit and often relying on digital technology, have recently begun to thrive in the city, becoming part of everyday practices in different strata of society and thus challenging culturally embedded notions of status. In this regard, research and discourse around transformative economies in the Global South is scarce, and in Mexico it is mainly focused on either the thriving for-profit platforms or the solidarity or social economy initiatives in response to pressing socio-economic justice concerns. This study provides an insight on the sector of the collaborative economy that is based on non-for-profit and face-to-face interactions. Three elements of social practice theory: material, skills & know-how and meaning, were used to preliminarily assess shaping factors in the spread of the practice of sharing objects in libraries of things in Mexico City. A localized overview of everyday practices and perceptions of libraries of things was obtained through interviews at a middle-class housing unit and supported by literature reviews and data collected with members of collaborative economy initiatives in the city. Results show that the practice of sharing objects is acknowledged and participation in physical platforms of the collaborative economy can potentially be embraced by members of different backgrounds within the socially heterogeneous middle-class sector in the city. However, the overall motivations to participate do not include elements sustainability or social justice. Nevertheless, classist prejudices of status and hygiene around used and recycled objects were found to be fading and actively transformed through trust in response to the economic crisis and greater presence of alternative ways of consumption. Barriers like mistrust in the government and lack of validation or support from the latter were identified along with needs to establish mechanisms for accountability and participation at community and citywide levels.

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)0.003
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score0.144

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0060.007
Scholarly communication0.0050.004
Open science0.0010.007
Research integrity0.0010.001
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 head0.063
GPT teacher head0.308
Teacher spread0.245 · 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

Citations0
Published2017
Admission routes1
Has abstractyes

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