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Record W2150341705 · doi:10.2113/gssgfbull.183.1.7

A challenge to categories: “What, if anything, is a mosasaur?”

2012· article· en· W2150341705 on OpenAlexaff
Michael W. Caldwell

Bibliographic record

VenueBulletin de la Société Géologique de France · 2012
Typearticle
Languageen
FieldEnvironmental Science
TopicAmphibian and Reptile Biology
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsCharacter (mathematics)BiologyPhylogenetic treeHistoryZoology

Abstract

fetched live from OpenAlex

Abstract The concept of “mosasaur” is explored from the perspective of its historical origins, and tested empirically and phylogenetically in order to examine the concept in its modern application. Historical analysis of the origins of the concept of “mosasaur” makes it clear that the term bears significant historical burden (comparative anatomic, empirical, phylogenetic, paleontological, etc.). In order to address the flaws in the concept of mosasaur properly, this treatise critically assesses Camp’s [1923] diagnostic characters for Anguimorpha, Platynota, Varanoidea, and Mosasauroidea, concluding that Camp’s data permit mosasaurs to be viewed only as anguimorphans, not platynotans nor varanoids. A similar critical assessment is given for the characters used to diagnose anguimorphans and varanoids in Estes et al. [1988], concluding here that not a single character out of twenty-two is shared between varanoids and mosasaurs. The character concept developed by Romer [1956] for the “posteriorly retracted nares” of varanoids, and then later mosasaurs, is critically examined and found to be insufficient as a test of similarity of the intended primary homologs. The recent work of Rieppel et al. [2007], Conrad [2008] and Conrad et al. [2010] is critically reviewed as these authors revive the use, and subdivision, of the “posteriorly retracted nares” as a character in anguimorph phylogenetic analysis. Based on these criticisms, it is concluded here that there is no character-based evidence to support phylogenetic hypotheses that mosasaurs are derived aquatic varanoid lizards. A key recommendation of this treatise is that the hypothesis conceiving of mosasaurs as derived aquatic varanoids be abandoned. The final critical review presented in this treatise examines the taxonomic implications, relating to the concept of “mosasaur”, arising from the hypothesis of convergent paddle-like limb evolution in mosasaurs as presented by Bell and Polcyn [2005]. In conclusion, it is recognized that the concept and term “mosasaur” has ceased to exist in any biologically meaningful way, and that the future requires the construction of a new suite of terms and concepts to convey what we now think we know about these animals.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.012
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.065

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.022
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0070.074
Scholarly communication0.0110.022
Open science0.0030.006
Research integrity0.0060.008
Insufficient payload (model declined to judge)0.0070.002

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 head0.008
GPT teacher head0.253
Teacher spread0.245 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations32
Published2012
Admission routes1
Has abstractyes

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