CANINE PROGRAM AS A COMPONENT OF THE US BORDER PATROL AGENTS’ TRAINING
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 article under consideration deals with the issue of the US border patrol vocational training, and canine training as its componential part.The object of the article is the US border patrol canine program; the subject of the article is the structure of the canine program.The aim of the article is to identify main directions and trends of the canine training program; detect its structure and main peculiarities.Received results would play an important role in further research of the US border patrol agents vocational training and serve a good model for other countries in the world in protection their borders.Key words: border patrol agents, canine program, detection dogs, canine centers, component of training.Introduction.Today, when world terrorism is constantly developing, people all over the world are looking for new ways and methods of its prevention.The USA as a county that fights against the terrorism can serve a good example of innovative methods against terrorism implementation.The United Stated Border Patrol is an American federal law enforcement agency.The mission of this agency is to detect and prevent undocumented immigrants, terrorists and terrorist weapons from entering the territory of this country.The U.S. Border Patrol is a federal law enforcement agent patrolling the U.S. border to prevent persons from entering or leaving the United States without government permission.Agents detect and prevent the smuggling and unlawful entry of aliens into the United States, along with apprehending those people found to be in violation of immigration laws.Agents work to lower crimes and improve the quality of life in border communities.In some areas, Agents are deputized or have peace-officer status and use it to enforce local and state/territory laws.More than 20,000 Border Patrol Agents safeguard nearly 6,000 miles of land border the United States shares with Canada and Mexico, and more than 2,000 miles of coastal waters [1].Apart from patrolling and watching, the US Border Patrol has also a special canine program.With the help of special dogs patrolling becomes easier and more efficient.In the aftermath of the terrorist acts of September 11, 2001, the realignment of federal agencies and the creation of the Department of Homeland Security (DHS) thrust the Border Patrol Canine Program into uncharted territory.
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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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.009 | 0.005 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.002 |
| 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