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
이 글은 OECD의 국제개발협력을 전담하고 있는 개발원조위원회(Development Assistance Committee:이하 OECD/DAC) 산하의 8개 주제별 작업반의 하나로, 성 평등과 여성역량강화 활동 을 전담하고 있는 젠더네트워크(DAC Network on Gender: GenderNet, 이하 젠더넷)의 역할과 활동내용을 소개하는 데 그 목적이 있다. 이는 올해 1월 1일부터 우리나라가 OECD/DAC의 회원국 으로 활동하게 됨에 따라, 국제사회의 개발협력에 대한 주제영역별 이슈들과 모범사례 및 교훈들을 우리의 ODA 정책과 실천과정에 적용하기 위한 탐구 노력의 일환이라 할 수 있다.
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 | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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