Tsunami and Its Hazards in the Indian and Pacific Oceans
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Preface.- Tsunami and Its Hazard in the Indian and Pacific Oceans: Introduction to the Topical Issue.- The 26 December 2004 Sumatra tsunami: Analysis of Tide Gauge Fata from the World Ocean: Part 1. Indian Ocean and South Africa.- Quantification of Hydrophone Records of the 2004 Sumatra Tsunami.- Seismic Records of the 2004 Sumatra and Other Tsunamis: A Quantitative Study.- MTSU: Recovering Seismic Moments from Tsunameter Records.- The Tsunami of 26 December 2004: Numerical Modeling and Energy Considerations.- Field Survey of Tsunami Effects in Sri Lanka due to the Sumatra-Andaman Earthquake of December 26, 2004.- Field Signatures of the SE-Asian Mega-Tsunami Along the West Coast of Thailand Compared to Holocene Paleo-Tsunami From the Atlantic Region.- Eye Witness Accounts of the Impact of the 1998 Aitape Tsunami, and of Other Tsunamis in Living Memory, in the Region From Jayapura, Indonesia, to Vanimo, Papua New Guinea.- Phases Representing Source Lengths of Tsunamis in Tide Gauge Records.- Numerical Simulations of Tsunami Waves and Currents for Southern Vancouver Island from a Cascadia Megathrust Earthquake.- Overview of Holocene Tsunami Deposits Along the Nankai, Suruga, and Sagami Troughs, Southwest Japan.- Micromorphological Analysis of Coastal Sediments from Willapa Bay, Washington, USA: A Technique for Analysing Inferred Tsunami Deposits.- Volcanogenic Tsunamis in Lakes: Examples from Nicaragua and General Implications.- Estimation of Tsunami Hazard in New Zealand due to South American Earthquakes.- Tsunami Assessment for Risk Management at Nuclear Power Facilities in Japan.- Logic-tree Approach for Probabilistic Tsunami Hazard Analysis and its Applications to the Japanese Coasts.- Conditional Probability Approach of the Assessment of Tsunami Potential: Application in Three Tsunamigenic Regions of the Pacific Ocean.- Steps Towards the Implementation of a Tsunami Detection, Warning, Mitigation and Preparedness Program for Southwestern Coastal Areas of Mexico.- A study on Tsunami Wave Fission in an Undistorted Experiment.-
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.
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 | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it