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Record W7134807998 · doi:10.5284/1139839

Land at Purdis Farm Lane, Purdis Farm Archaeologial Evaluation Archive and Reports

2016· article· en· W7134807998 on OpenAlexaff
D Phillips., G Jones, Helen Ashworth

Bibliographic record

VenueOpen MIND · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical and Cultural Archaeology Studies
Canadian institutionsCanadian Heritage
Fundersnot available
KeywordsExtant taxonBoundary (topology)StratigraphyLand useField (mathematics)Aerial survey

Abstract

fetched live from OpenAlex

As the result of a condition on the planning permission for a residential development on land at Purdis Farm Lane, Ipswich, Suffolk, the Heritage Network was commissioned by Taylor Wimpey East Anglia to undertake a programme of archaeological investigation. To fit in with the client's programme, and with the agreement of the Suffolk County Council Archaeology Service, the archaeological evaluation works on the present site were undertaken in two phases, each being fulfilled in sub-phases as the land became available. Phase 1 of the archaeological investigation on the site, consisted of the evaluation of the land to the south of Purdis Farm Lane, while Phase 2 involved the evaluation of land to the north of Purdis Farm Lane. Twenty four trenches in all were excavated, 6 during Phase 1 and 18 during Phase 2. A similar stratigraphy was encountered across the entire study area, consisting of silty sandy topsoil, over sand subsoil, which in turn overlay the soft sand natural. A number of undated linear features, all of which appear to represent the remains of either hedgerows or field boundary ditches, were revealed during both phases of the evaluation. Ordnance Survey mapping fromm1881 onwards was consulted, but no field boundaries are shown within the present study area in this period. This suggests that the field boundaries were no longer extant by the 1880s. No datable finds were recovered from the fills of the features No other significant archaeological deposits, features or finds were encountered during the course of the evaluation.

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)0.003
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 score0.187
Threshold uncertainty score0.626

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.006
Science and technology studies0.0020.001
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.1870.039

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 head0.055
GPT teacher head0.340
Teacher spread0.285 · 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".

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Citations0
Published2016
Admission routes1
Has abstractyes

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