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Record W2146713451 · doi:10.2110/jsr.2007.046

Genesis of Palimpsest Cool-Water Carbonate Sediment on the Continental Margin of Southern Australia

2007· article· en· W2146713451 on OpenAlexaff
John M. Rivers, Noël P. James, T. Kurtis Kyser, Yvonne Bone

Bibliographic record

VenueJournal of Sedimentary Research · 2007
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeology and Paleoclimatology Research
Canadian institutionsQueen's UniversityGeological Survey of Canada
Fundersnot available
KeywordsGeologyContinental marginPalimpsestCarbonateContinental shelfMargin (machine learning)OceanographySedimentGeochemistryPaleontologyArchaeologyTectonics

Abstract

fetched live from OpenAlex

Abstract The continental margin of southern Australia is a site of extensive Quaternary cool-water carbonate sedimentation. Seafloor sediments are a mixture of Holocene biofragments and late Pleistocene relict and stranded particles. Relict sediments, produced during Marine Isotope Stages 3 and 4, are generally preserved as iron-stained intraclasts. Such grains in the Great Australian Bight are photozoan in character. They include symbiont-bearing benthic foraminifers and coralline algal particles, and indicate that the wide shelves were bathed in shallow, relatively warm, oligotrophic waters and floored by marine grasses, similar to many modern shallow inboard embayments in the region today. In contrast, east of the Great Australian Bight relict sediments are more heterozoan in character, with coralline algal and molluscan facies on the inner shelf and bryozoan sediments on the outer shelf. Stranded sediments, marooned during the sea-level rise associated with Marine Isotope Stage 2, are gray to buff in color and composed of both biofragments and intraclasts. These particles are mainly heterozoan in character throughout the region, with subtropical photozoan marine grassbank facies localized to portions of the inner Great Australian Bight. Stranded sediments are interpreted to have accumulated in an areally restricted photic zone and upon an overall narrow shelf covered in cool, nutrient-rich waters. Swell-driven seafloor sediment disturbance to depths of 100 m along the southern Australian margin in conjunction with reduced rates of sedimentation that characterize the cool-water carbonate realm, have resulted in mixing of sediment currently being produced with exhumed relict and stranded sediments generated during previous sea-level stands. The composition of these deposits and the nature of their pre-burial alteration are a function of sea-level history. Late Pleistocene relict sediments originally accumulated in low-energy, inboard environments but were modified in the surf zone during subsequent sea-level fluctuations. This resulted in the formation of intraclasts: abraded, infilled, and cemented biofragments of local origin. The widespread distribution of intraclasts and of composite grain assemblages derived from multiple sedimentary environments that display highly variable degrees of seafloor alteration may be signatures of modern cool-water carbonate assemblages worldwide. While such palimpsest sediments may complicate paleoenvironmental interpretation, their differentiation in the rock record can be utilized to discern subtleties in paleoceanography and sea-level history.

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)0.008
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.102
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.080
GPT teacher head0.329
Teacher spread0.248 · 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 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

Citations34
Published2007
Admission routes1
Has abstractyes

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