MétaCan
Menu
Back to cohort

Defining Behavioral Modernity in the Context of Neandertal and Anatomically Modern Human Populations

2010· article· en· W2102892476 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

VenueAnnual Review of Anthropology · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicPleistocene-Era Hominins and Archaeology
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsModernityCognitive reframingContext (archaeology)EpistemologyCognitive scienceEnvironmental ethicsHistoryPsychologyPhilosophySocial psychologyArchaeology

Abstract

fetched live from OpenAlex

This review summarizes current thinking about the concept of modern behavior in the context of Neandertals and anatomically modern humans. The decoupling of modern anatomy and modern behavior has prompted researchers to reframe studies of the emergence of modern humans as a debate that explicitly focuses on the origins of behavioral modernity making its intersection with modern anatomy a point of discussion rather than a given. Four questions arise from this debate: (a) What is modern behavior? (b) Is the emergence of modern behavior sudden or more gradual? (c) Is modern behavior unique to modern humans or more widely shared with other species, most notably the Neandertals? (d) Is the emergence of modern behavior primarily the result of new cognitive abilities or social, cultural, demographic, and historic factors? This review briefly addresses each of these questions and in the process offers some thoughts on the current state of the debate.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.555
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.041
GPT teacher head0.411
Teacher spread0.370 · 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