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Record W4416626129 · doi:10.1007/s10814-025-09214-z

The Broad Spectrum Species: Plant Use and Processing as Deep Time Adaptations

2025· article· en· W4416626129 on OpenAlexaff
S. Anna Florin, Monica N. Ramsey

Bibliographic record

VenueJournal of Archaeological Research · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPleistocene-Era Hominins and Archaeology
Canadian institutionsUniversity of Toronto
FundersLeverhulme Trust
KeywordsDomesticationRange (aeronautics)Broad spectrumProcess (computing)Plant speciesKey (lock)Plant evolution

Abstract

fetched live from OpenAlex

Plants have often been considered peripheral to the human story until the relatively recent past, only starting to become significant to human diet in the Epipaleolithic when hunter-gatherers were thought to incorporate a range of previously ignored foods into their diets, including grass seeds. This was argued to have laid the groundwork for an increasingly intertwined relationship between hunter-gatherer communities and cereals, eventuating in plant domestication and agriculture. In this paper, we review the evidence for Flannery’s ‘Broad Spectrum Revolution’ and the early use of plant foods globally. We argue that broad-spectrum plant use, including complex plant processing, is a normal characteristic of early human groups and was a critical factor in the successful peopling of new environments globally, rather than a step en route to agriculture. We are a broad-spectrum species, and the ability to process a wide range of plant foods represents a key threshold in hominin evolution.

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 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)0.005
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.511
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.005
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.099
GPT teacher head0.395
Teacher spread0.297 · 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; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
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

Citations2
Published2025
Admission routes1
Has abstractyes

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