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Record W3091992852 · doi:10.1017/s1047759420001026

Deep-water shipwrecks in the East Mediterranean: a microcosm of Late Roman exchange

2020· article· en· W3091992852 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.

Bibliographic record

VenueJournal of Roman Archaeology · 2020
Typearticle
Languageen
FieldArts and Humanities
TopicMaritime and Coastal Archaeology
Canadian institutionsToronto Public Health
Fundersnot available
KeywordsPeriod (music)State (computer science)GeographyMediterranean climateJurisdictionAncient historyHistoryArchaeologyPolitical scienceArtLaw

Abstract

fetched live from OpenAlex

Deep-water shipwrecks provide an opportunity to investigate ships away from the destructive dynamics of coastlines and approaches to harbors where most ancient wrecks to date have been found. Such exploration expands the potential for finding wrecks of periods for which relatively few are known. One such period is the 6th and 7th c. in the E Mediterranean. Studies of cargo assemblages from the few known wrecks of the later Roman period reveal a partial picture of interlinked and overlapping trade networks that incorporated major and minor ports in the adjacent provinces. 1 Various trading modes may be discerned, including cabotage, short-haul trade, inter-regional commerce, and private long-haul trade. Largely missing thus far are the wrecks of ships that participated in the annona transport, the “backbone of Late Roman shipping”. 2 Each year, an enormous fleet of private ships under state contract hauled thousands of shiploads of Egyptian grain from Alexandria to Constantinople for public distribution,3 but no shipwrecks explicitly associated with these fleets have been found. Also largely invisible are the non-commercial transports associated with the annona militaris , the fiscal supply of foodstuffs destined for armies stationed on the empire‘s borders. The state supply-system became more formalized in 536 when Justinian created the quaestura exercitus , a prefecture that was granted administrative control and jurisdiction of Moesia Secunda, Scythia , Caria, the Aegean islands, and Cyprus. 4 Evidence suggests that the quaestor‘s main task was to ensure the supply, by sea, of agricultural products from the Aegean and NE Mediterranean to troops on the Danube frontier. 5 While no definitive grain ships have been found in the E Mediterranean — what M. McCormick has called the “annona paradox” 6 —, shipwrecks with the larger cargoes expected of state supply have remained rather elusive.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.914
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.038
GPT teacher head0.225
Teacher spread0.187 · 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