Bibliographic record
Abstract
国土安全保障概念の生成と発展 3 国土安全保障の責務の認識と国土安全保障省の創設 4 国土安全保障における法の機能：統制 5 むすびにかえて 1 はじめに アメリカは 2001 年の 9・11 同時多発テロ(以下「9・11」 )直後、大統領府 (Executive Office of the President)内に国土安全保障局(Office of Homeland Security(OHS) )を設け、国土安全保障(HS)という任務で国家機関を創設 した。翌年、国土安全保障法(Homeland Security Act(HSA) )を制定して OHS を内閣の組織に格上げして国土安全保障省(DHS)とし、安全保障に関 わる連邦政府の機関のいくつかを統合させて、アメリカ憲政史上かつてない省 庁編成を行った
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.009 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.014 | 0.017 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.022 | 0.014 |
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 source (direct Gemma or distilled Codex), 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".