Bibliographic record
Abstract
Ported coaxial cable technology was first developed in the mid-1970's in response to a growing need for high performance covert sensors for perimeter intrusion detection. Technology development over the years has lead to a number of different sensor products that have seen wide-spread application. The original ported coaxial cable sensors went through several generations of improvements-primarily in response to experience gained from thousands of installations worldwide. These early generations were essentially refinements to the original products, intended to incrementally improve detection and invalid alarm performance and also to increase reliability. For perspective, this paper provides a very brief historical review of the ported coaxial cable sensors that have been commercialized to date and introduces two new and innovative sensor configurations that have recently emerged from research and development programs at Senstar Corporation. The first is a new "single-cable" networked sensor introduced to the market as S/spl infin/Trax which significantly reduces installation costs and complexity by eliminating the need for a second buried cable-while retaining the detection zone characteristics and performance established by the original sensors. The second is a "totally covert" configuration that takes advantage of recent advances in semiconductor technology to further simplify installation and also offers a growth path for joint domain and multiple sensor integration.
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 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) | 0.000 | 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 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".