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Record W2124288580 · doi:10.1558/jmea.v27i1.3

Becoming Urban

2014· article· en· W2124288580 on OpenAlexaff
Sturt W. Manning, Georgia Andreou, Kevin D. Fisher, Peregrine Gerard-Little, Catherine Kearns, Jeffrey F. Leon, David Sewell, Thomas M. Urban

Bibliographic record

VenueJournal of Mediterranean Archaeology · 2014
Typearticle
Languageen
FieldArts and Humanities
TopicMaritime and Coastal Archaeology
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsUrbanismHuman settlementUrbanizationGeographyBronze AgePrehistorySettlement (finance)ArchaeologyUrban planningPoliticsArchitecturePolitical scienceCivil engineeringEconomic growth

Abstract

fetched live from OpenAlex

The transformations entangled in becoming an urban society are increasingly attracting attention in archaeology, including in the Mediterranean. The place-making entailed in the development of urban settlement represents a fundamental change for a society; it creates over time a new urban mentalité and habitus, such that the urban fabric and place become an active part of social life, and its reproduction. While urbanism does not require the ‘state’, urban settlements form key venues for social, economic and political change leading to the potential development of sedentary early complex polities. For several areas of the world and in multiple periods, there are increasingly sophisticated studies of urbanisation. To date, Cyprus has received relatively little attention—but, as increasingly recognised, urbanisation was central to the island’s rapid change into, and emergence as, a substantial element of the Late Bronze Age eastern Mediterranean world. We consider and critique the case of urbanisation on Late Bronze Age Cyprus and highlight its importance to Cypriot and eastern Mediterranean prehistory. We explore in detail one particular case, the Maroni valley area and its Late Bronze Age complex, where relatively detailed information is becoming available from a combination of excavations, pedestrian survey and archaeological geophysics. We argue that only such detailed study allows proper recognition of the nature and anatomy of urban settlements on prehistoric Cyprus; we also argue that the scale (spatial and demographic) of the main Late Bronze Age urban settlements on Cyprus should not be underestimated.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.034
Threshold uncertainty score0.114

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.005
Scholarly communication0.0050.003
Open science0.0000.005
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0340.006

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 head0.032
GPT teacher head0.236
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

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 designObservational
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

Citations28
Published2014
Admission routes1
Has abstractyes

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