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Record W7067119812

Mapping "Otherwises": Alang-Sosiya's Metal Metabolism / Mapear “Outras Maneiras”: O Metabolismo do Metal de Alang-Sosiya

2024· article· en· W7067119812 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInstitutional Research Information System University of Ferrara (University of Ferrara) · 2024
Typearticle
Languageen
FieldComputer Science
TopicComputer Science and Engineering
Canadian institutionsnot available
Fundersnot available
KeywordsAnthropoceneArchitectureFutures contractStudioSet (abstract data type)Agency (philosophy)Perspective (graphical)Anthropocentrism
DOInot available

Abstract

fetched live from OpenAlex

The epistemological shift ushered in by the contentious supra-human frame of the Anthropocene – other –cenes being reflections of this disputed character – urges us to critically question the discipline, methods and project of architecture. Indeed, since these –cenes unavoidably challenge our spatial relations, we need to develop new critical tools for architecture, away from its techno-solutionist and techno-cratic deviations. It is in this perspective that we claim that critical mapping is a project in itself. We explored critical mapping in a design studio with students of the MSc in Sustainable Architecture at the Politecnico di Torino, now in its second year. Embracing ecology as a system of relations rather than a set of values, the design studio revolves around a two-fold question: What is the architecture of a non-extractive, non-racist, non-singular life? More specifically: what architectural suspension, gesture or project allows us to imagine a planetary inhabitation that confronts the naturalized, normalized conditions of uninhabitability? By intersecting research-architecture methods with critical theory, we tackled these questions in weekly exchanges revolving around territorial mapping. Maps that unfold, overlap and dissect were conceived both as tools to comprehend the present and to imagine possible futures in which climate collapse would open up “otherwises” to extractive monolithic logics and their conditions of uninhabitability. Otherwises that look at human and nonhuman actors beyond the stale dichotomy of Man/Nature and across a diverse range of spatial and temporal scales, fostering and imagining imperfect, amphibious and companioning relationships. Otherwises where forms of life are constructed around frictions. Through the media of architecture these frictions were mapped in order to propose an infrastructure of inhabitability—a lifeline that would flip the script as it is now. In turn, this exercise in mapping radically challenged the two-dimensional, solution-oriented, and normative categories of canonical cartography. In spatialising planetary frictions through the study of situated forms (i.e. a dam or a gulf) through GIS data, stratigraphic assessments, environmental reports and ethnographic research, students were confronted with the volumetric and voluminous extent of power; the tangled complexity of human and nonhuman life and matter; and the liminality of space rather than its fixity. These frictions inevitably led to new graphic representations in the form of counter-cartographies, spatial narratives, and stratigraphic tabulations. This we believe is crucial for a praxis of critical mapping. New graphic representations, in fact, produce not a specific solution but possibilities to imagine otherwises to present conditions. Critical mapping does not linger on in inaction; it is itself a self-reflexive movement toward praxis. For this issue of J-A we intend to describe and comment five research projects out of the twenty-nine produced in the studio, which, in turn, will better articulate how critical mapping has the potential to open onto otherwises. These works focus on: the politics of affect in Quebec’s Indigenous territories; the spatial infrastructure of thirst in Palestine; the Colorado river’s geographies of law in-between Mexico and the US; the metal metabolism of shipwrecking in the Gulf of Khambat in India; and oil-exhaustion in the Persian Gulf.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.904
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0000.007
Open science0.0020.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.041
GPT teacher head0.245
Teacher spread0.205 · 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