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Historical Culture in Iron Age Italy

2023· book· en· W4386120412 on OpenAlexaff
Seth Bernard

Bibliographic record

Venuenot available
Typebook
Languageen
FieldArts and Humanities
TopicAncient Mediterranean Archaeology and History
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsExpansiveHistoryIndigenousNarrativeIron AgePower (physics)Variety (cybernetics)GeographyLiteratureArchaeologyArt

Abstract

fetched live from OpenAlex

Abstract Long before the emergence of Roman historical writing, the indigenous societies of Iron Age Italy were actively engaged in the transmission and use of the past. This book draws innovatively from anthropological and archaeological theory to provide a first account of this early historical interest. Key is an expansion from history narrowly defined to historical culture: the forms of written, narrative history familiar to us today are by no means the only manner in which societies articulate past and present. A new and more expansive understanding of what history is helps us recognize pervasive historical interests across a wider range of media. From the Early Iron Age to the third century BCE, Italian communities used a rich variety of burial practices, objects, calendars, and images to record and transmit their history. This book brings all this material together under the rubric of historical culture. The assembled evidence shows how Italy’s historical culture transformed over time as a reflection of broader changes in Italian social structure. The historical culture of Early Iron Age communities in Italy was transformed by the emergence and development of urban society before ultimately being absorbed by Roman imperial power. As the case of Iron Age Italy shows, different societies had different customs, and this applies to the ways in which communities engaged with their past. The account provides readers with an accessible presentation of several recent and important archaeological discoveries from Pre-Roman Italy.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.016
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.007
Scholarly communication0.0040.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.050
GPT teacher head0.218
Teacher spread0.168 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations16
Published2023
Admission routes1
Has abstractyes

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Same topicAncient Mediterranean Archaeology and HistoryFrench-language works237,207