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Record W2580074876 · doi:10.1017/s0010417516000542

The Body of Solidarity: Heritage, Memory, and Materiality in Post-Industrial Italy

2017· article· en· W2580074876 on OpenAlexaff
Andrea Muehlebach

Bibliographic record

VenueComparative Studies in Society and History · 2017
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSolidarityMateriality (auditing)AfterlifeMemorializationMaterialismAestheticsMilitarizationSociologyPoliticsPolitical scienceArtLawLiteratureEpistemologyPhilosophy

Abstract

fetched live from OpenAlex

Abstract This paper explores the rise of “industrial heritage” and the forms of memorialization proliferating around it. The site is Sesto San Giovanni, Italy's “City of Factories,” which was also a bastion of communist mobilization and which is now bidding to be recognized on UNESCO's world heritage list. Sesto's bid is an attempt not just to recuperate and reinvigorate the landscape of Sesto's ruined factories and its massive, crumbling machinery, but also to capture and render visible and graspable the traces of what this built environment expressed and left behind—the sentiment of solidarity. I thus argue for an understanding of solidarity not just as an emotion or value, but as a structure of feeling mediated by specific material and corporeal forms, in bodies collectively inhabiting a built environment and rhythmically moving within and out of infrastructures and lived landscapes. Such a materialist conception of solidarity must account for bodies and embodiment, rhythm and refrain, as well as for how certain material forms allow for the generation of proximities, coordination, and likeness across difference. It means thinking of solidarity as an arrangement and assembly of bodies in time and space, and of these bodies and their movement as generative of political feeling and action. Based on ethnographic and archival research in Sesto San Giovanni between 2011 and 2013, I tell the story of the afterlife of a twentieth-century sentiment and its fate in an era that has rendered solidarity precarious.

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)0.004
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 score0.020
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.002
Science and technology studies0.0100.025
Scholarly communication0.0080.005
Open science0.0010.008
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0060.001

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 head0.374
GPT teacher head0.342
Teacher spread0.032 · 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

Citations51
Published2017
Admission routes1
Has abstractyes

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