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Record W6930943326 · doi:10.5281/zenodo.14972056

Figure 1 in Genetic diversity, phylogeography, and sexual dimorphism in the extinct giant short-faced bear (Arctodus simus)

2025· other· en· W6930943326 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typeother
Languageen
FieldBusiness, Management and Accounting
TopicHealthcare Systems and Technology
Canadian institutionsnot available
Fundersnot available
KeywordsPhylogenetic treeBeringiaArcticRadiocarbon datingSexual dimorphismBayesian probabilityHaplotypeHomo sapiensGenetic distance

Abstract

fetched live from OpenAlex

Figure 1. Phylogenetic analysis of Arctodus simus mitogenomes with>60% coverage. A, Bayesian tip-dated phylogenetic tree, excluding two sequences with estimated ages>100 kya that formed a sister-clade to the remaining sequences (see Supporting Information, Fig. S4 for a tree with these two sequences included). Tips are labelled with sample number, provenience, and calibrated radiocarbon age (where available). The grey vertical columns represent odd-numbered marine isotope stages (interglacials) and white columns even-numbered marine isotope stages (glacials). Branches are coloured according to the geographical provenience of corresponding tips: South of the Ice (southern Canada and the contiguous USA) in red, and eastern Beringia (Yukon Territory, Canada and Alaska, USA) in blue. Branch lengths are scaled in years before present. Bars associated with nodes represent the 95% highest posterior density (HPD) of node age estimates. Numbers associated with branches represent Bayesian posterior probabilities. B, median-joining network of all samples. Pie charts are coloured according to the geographical provenience of samples with that haplotype: South of the Ice (southern Canada and the contiguous USA) in red, Yukon Territory (Canada) in light blue, and Alaska (USA) in dark blue—and scaled according to haplotype frequency. See Supporting Information, Figure S5 for network restricted to specimens with>90% coverage.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.931
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
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.003
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.029
GPT teacher head0.233
Teacher spread0.204 · 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 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
Published2025
Admission routes1
Has abstractyes

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