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Record W2809456814 · doi:10.1111/aman.13053

On the Matter of Resources and Techno‐Politics: The Case of Water and Iron in the South Indian Iron Age

2018· article· en· W2809456814 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueAmerican Anthropologist · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsMcGill University
FundersSocial Sciences and Humanities Research Council of CanadaStanford UniversityUniversity of Illinois SystemAmerican Institute of Indian StudiesNational Science Foundation
KeywordsPoliticsResource (disambiguation)Optimal distinctiveness theoryContext (archaeology)SociologyNatural resourceAssemblage (archaeology)Social scienceArchaeologyHistoryPolitical scienceLaw

Abstract

fetched live from OpenAlex

ABSTRACT Water management and iron production were two socio‐technical practices deeply entrained with the politics of emerging social distinctions in northern Karnataka during the South Indian Iron Age (1200–300 BCE). In this article, we approach resources by building a theoretical convergence between “resource materialities” and “techno‐politics,” which allows us to assess the historically specific constitution of certain materials as culturally valued resources while maintaining analytical attention on how assemblages of technical practices and active material properties shape social conditions. By differentially anticipating and responding to the social and material distributions of a range of dynamic matter (for example, granitic rock, iron ores, bloom, and metal, water, soils, and vegetation), Iron Age peoples transformed substances into resources and simultaneously produced a historically unique political sociology of resource relations. Our approach dissolves the processual distinction between natural resource and cultural product and directs attention to how substances become resources through ongoing historical articulations of humans and nonhumans in contexts oriented by cultural values. Contrasting the material properties and distributions of iron and water resource assemblages allows us to more fully understand the distinctiveness of different forms of techno‐politics and resource relations within the same cultural and historical context. [ resource materialities, techno‐politics, resource assemblage, entrainment, South Indian Iron Age ]

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.182
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.063
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.282
Teacher spread0.272 · 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