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Record W7116985700 · doi:10.1017/s0570608425100239

8 Survey and landscape archaeology in Greece in the twenty-first century

2025· article· en· W7116985700 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

VenueArchaeological Reports · 2025
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicArchaeological Research and Protection
Canadian institutionsnot available
Fundersnot available
KeywordsLandscape archaeologyVariety (cybernetics)Landscape historySettlement (finance)Perspective (graphical)FrontierQuarter (Canadian coin)Viewshed analysis

Abstract

fetched live from OpenAlex

Over 100 archaeological survey projects – of various kinds – have taken place in Greece over the last quarter century, making it one of the most intensively studied countries in Europe from the perspective of landscape archaeology, defined by various types of interest in settlement patterns and human–environmental interaction at spatial scales beyond the individual site. This article examines the practice of survey archaeology in Greece over the last 25 years, with a particular focus on projects that have taken place in the last 10 years. More broadly, it presents large-scale trends in surveys since their coalescence as a systematic form of archaeological research in the late 1950s, based on a dataset of 204 individual projects, mapped and classified according to type, spatial scale, methods, and chronology. Surveys in the twenty-first century exhibit considerable variety in methods and goals, with many characterized by smaller spatial scales, the integration of various types of remote sensing, and a focus on archaeological sites; we see fewer of the large-scale, diachronic regional surveys that became widespread in the later twentieth century. This variety – along with the increasing production and availability of high-quality, multi-modal data – should be applauded, though regional analysis remains a critical strength and important goal for landscape archaeologists in Greece. Lingering problems include publication lag, digital data availability and interoperability, and (occasional) over-emphasis on methodology as an end in and of itself, sometimes at the expense of historical and anthropological research questions. Promising developments for the future concern: (1) the investigation of landscapes that have received little attention from systematic surveys (highlands, mountains, forests, uninhabited islands), especially via remote sensing; (2) the publication, reanalysis, and interpretation of ‘legacy’ datasets; and (3) the integration of survey datasets across multiple scales to address ‘big-picture’ questions in the history and archaeology of Greece, as well as themes of wider significance.

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)0.004
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.170
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.024
GPT teacher head0.265
Teacher spread0.241 · 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