Building a New Continental Margin from Reefs and Rivers in the Northern Red Sea
Bibliographic record
Abstract
Key Messages: (1) Phase of rifting determines unique structural footprints that control siliciclastic source terrains, sediment pathways, and linked location and type of carbonate platform development. (2) Facies distribution within the rift basin is strongly influenced by accommodation and hydrodynamics controlled by tilted fault blocks. Fault-bounded escarpments on nascent passive margins form narrow facies belts that tightly hug the shoreline and are bisected by shelf-incised canyons. Relatively broad delta-top platforms support a variety of shallow marine environments that develop over low-gradient areas and play a key role in controlling the transfer of siliciclastic sediments across the shelf. (3) Carbonate production and siliciclastic sediment routing systems operate largely through mutual processes, with feedbacks that either drive facies partitioning and/or mixing.
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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) | 0.001 | 0.000 |
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; a candidate call from one teacher head, not a consensus.
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".