Final Report for 2008 on the Condition of Municipal Beaches in the Township of Upper, Cape May County, New Jersey
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
The Strathmere shoreline in the Township of Upper has undergone dynamic and unwanted natural changes since late 2007. The shoreline retreat and sand volume loss to the coastline was focused on the northern quarter mile of the Ludlam Island beach. Worst effects were seen between Corson's Inlet and Seaview Avenue with the complete loss of the undeveloped NJ State Park upland tip of the barrier island at Corson's Inlet, which created impacts that threatened all the homes along Seaview and Neptune Avenues in Strathmere. Included in this report are comparison profile plots and analysis of the data collected during the quarterly studies conducted in 2008. The new pictorial format from 2007 has been continued to show changes more graphically and combine all the information on each site to enhance getting the intended overview of the shoreline condition during 2008.
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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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