Bibliographic record
Abstract
Dispersion mechanisms and the deposition of fine-grained deltaic sediments are described in three semi-enclosed shallow marine embayments of Greece. Emphasis is placed upon the origin, relative abundance, and lateral distribution of clay minerals; these are the main constituents of the clay-sized fraction. Sandy deposits dominate the areas adjacent to the river mouths (topsets), whilst clays and silts are the main constituents of the delta front (foresets) and prodelta (bottomsets) areas, respectively. The main clay minerals present are illite (the most abundant), smectite, chlorite and kaolinite; all of these are of terrigenous origin. There is a tendency for the illite content to decrease to seawards, whilst the smectite content increases: chlorite and kaolinite are more abundant at the delta front. The observed distributions can be explained in terms of size segregation and bio-physico-chemical processes ( e.g ., flocculation and pelletization, associated with interaction between the freshwater fluvial outflow and the saline ambient waters ( e.g ., plume dispersion and upwards entrainment). A generalised depositional model, for fine-grained sediments in such shallow marine environments, is presented.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 1.000 | 1.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".