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Record W2774876791 · doi:10.15200/winn.151274.41060

Hello! We are palaeontologists from the Royal Tyrrell Museum and are currently studying the best preserved armoured dinosaur in the world. Ask us anything!

2017· dataset· en· W2774876791 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Winnower · 2017
Typedataset
Languageen
FieldEarth and Planetary Sciences
TopicPaleontology and Evolutionary Biology
Canadian institutionsnot available
Fundersnot available
KeywordsPaleontologyArchaeologyCretaceousGeologyGeography

Abstract

fetched live from OpenAlex

Hello, we are scientists from the Royal Tyrrell Museum of Palaeontology in Drumheller, Alberta Canada. The Royal Tyrrell Museum is Canada’s only museum dedicated exclusively to the science of paleontology and has one of the world’s largest collections of fossils, with over 160,000 specimens in our research collection. Dr. Donald Henderson is the Curator of Dinosaurs. Donald’s research focus is all about dinosaurs. His research has focused on a variety of different subjects, such as the rates of fossil erosion in Dinosaur Provincial Park, biomechanical comparison of the bite force and skull strengths in ceratopsian dinosaurs, and dinosaur buoyancy. Dr. Caleb Brown is the Betsy Nicholls Post-Doctoral Fellow. Caleb’s research investigates taphonomy, specifically the role of depositional environments in shaping our understanding of ancient ecosystems, and the morphological variation in the horns and ornamentation structures of horned dinosaurs. In 2011, a worker at the SUNCOR Millennium Mine near Fort McMurray unearthed a significant specimen and contacted the Museum. We dispatched a team to extract it and discovered that it was a dinosaur. This was unusual because the rock around Fort McMurray is part of the Clearwater Formation, which is the sediment of an inland sea that covered Alberta during the Cretaceous Period. Generally, only fossils of marine reptiles and other marine species are found in that area. We discovered that the specimen was a nodosaur, a type of armoured dinosaur that does not have a tail club. It took five and a half years to prepare the specimen and it is the best preserved armoured dinosaur ever found, as well as being the oldest dinosaur known from Alberta at approximately 112 million years old. Named Borealopelta markmitchelli, this nodosaur is preserved in 3-Dimensions with the body armour and scales in place, as well as organic residues that were once part of the skin, giving us an idea what it looked like when alive. National Geographic has done a 3D interactive model of the specimen that shows you how well preserved this specimen is. We assembled a research team with colleagues from the US and UK, bringing in geochemists to help analyze the fossil skin. Geochemical tests showed an abundance of preserved organic molecules. Among them is benzothiazole, a component of the pigment pheomelanin, suggesting that Borealopelta might have been reddish-brown when alive. These findings were published in Current Biology this past August and are open access. New research by Caleb published in PeerJ (open access) on November 29, analyzes the bony cores and keratinous sheaths that make up the body armour. Due to the unique preservation of soft tissue, Caleb was able to analyze the relation between the horn core and the keratinous sheath, and compare the horn sheaths to the horns of living mammals and lizards. Ask us anything about Borealopelta, our research, palaeontology, dinosaurs, or the Royal Tyrrell Museum! We will be back at 2 p.m. EST to answer questions. EDIT: Thank you for all your questions! We will be checking back over the next week to answer any new ones.

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)0.002
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: Dataset · Consensus signal: none
Teacher disagreement score0.558
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0040.000
Research integrity0.0000.002
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 head0.046
GPT teacher head0.272
Teacher spread0.226 · 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