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Record W4403157900 · doi:10.29173/comp81

Mosaic Nature of H. naledi

2024· article· en· W4403157900 on OpenAlexaffvenue
Yiorgos Tsounis

Bibliographic record

VenueCOMPASS · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicArchaeology and Historical Studies
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMosaicBiologyVirologyGeographyArchaeology

Abstract

fetched live from OpenAlex

Homo naledi (“Star Man”) holds a fascinating morphology of primitive and derived traits, and offers more questions than answers as to their true functions. In this paper, I will attempt to discern some answers by first describing H. naledi’s outstanding morphological traits with merit to the researchers who found the specimens, as well as discuss its overarching significance in the field of palaeoanthropology. I will then investigate the theories regarding H. naledi’s behavior dissected through comparisons with other hominins, such as contemporary archaic Homo members, argue for a semi-rock climbing morphology rather than semi-arboreal, provide evidence for a possible one million year old stasis through the lenses of neurobiology and ecology, and finally question how these attributed to this species’ extinction. Although a large portion of this paper is theoretical, it nonetheless stems from evidence directly corresponding to the remains of H. naledi.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.940
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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

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 head0.026
GPT teacher head0.246
Teacher spread0.220 · 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 teacher head, not a consensus.

Study designNot applicable
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

Citations0
Published2024
Admission routes2
Has abstractyes

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