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Record W3118258043 · doi:10.1111/sed.12841

Formation, dispersion and accumulation of terra rossa on the Cayman Islands

2021· article· en· W3118258043 on OpenAlexafffund
Brian Jones

Bibliographic record

VenueSedimentology · 2021
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicAeolian processes and effects
Canadian institutionsUniversity of Alberta
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsGeologyLithificationGeochemistryGibbsiteCalciteDolomiteDolostonePseudomorphHaliteCrinoidAragoniteMicriteCarbonate rockQuartzKaoliniteSedimentary rockGeomorphologyPaleontologyGypsumFacies

Abstract

fetched live from OpenAlex

Abstract Unconsolidated and lithified terra rossa fills surface depressions, joints, fractures and cavities throughout the karst landscapes on the Cayman Islands. The terra rossa is formed from kaolinite, halloysite, vermiculite, hydrotalcite, böhmite, gibbsite, goethite, hematite, anatase, quartz, calcite, dolomite, halite and X‐ray amorphous material. Locally, phosphate derived from bird guano and biofragments is present. Lithified terra rossa is characterized by numerous generations of fractures that are lined with clay and filled with multiple phases of calcite cement. There are no obvious geographic or stratigraphic differences between the terra rossa found on the three islands. A residual origin for the terra rossa is unlikely given that the Oligocene to Pleistocene limestone/dolostone bedrock contains <1% non‐carbonate material. Detrital sediments cannot be the source because none developed on these islands, given that they are surrounded by deep oceanic waters. The terra rossa probably originated largely from wind‐blown volcanic dust or Saharan dust. Various geochemical ratios and rare earth element profiles indicate that that the Cayman terra rossa has a strong affinity to Saharan dust that is frequently blown into the Caribbean region each year. The Cayman terra rossa is characterized by SiO 2 /Al 2 O 3 ratios (<1.1) that are significantly lower than those associated with terra rossa on other islands, such as Jamaica and Barbados. The low SiO 2 /Al 2 O 3 ratios of the Cayman terra rossa is due, at least in part, to the fact that quartz is rare to absent. X‐ray amorphous material is a common component in many of the Cayman samples. Although difficult to date precisely, the formation of terra rossa on the Cayman Islands appears to have been an ongoing process for at least the last 5 Myr. This time frame is consistent with the origin of the Sahara Desert that came into existence with aridification of North Africa about 5 Ma.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.138
Threshold uncertainty score0.800

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 head0.034
GPT teacher head0.265
Teacher spread0.231 · 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.

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

Citations11
Published2021
Admission routes2
Has abstractyes

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