The New Trends of Development Strategy on the International Space and Earth Observation Technology
Bibliographic record
Abstract
The recent development strategies and plans on space and earth observation technology of some countries such as the U.S.,Russia,Japan and Canada,and GEO and ESA are introduced briefly.The plans or reports are as follows:Development of the U.S.Integrated Earth Observation System:Progress and Recommendations for the Way Forward,Science Plan for NASA's Science Mission Directorate 2007~2016,the Earth Observation Satellite Plan 2006~2015 in Russia,JAXA 2025,Earth Observation for a Healthy,Safe and Prosperous Canada——Towards a Federal Earth Observation Strategy and the Earth Observation Focus Areas,GEO 2007~2009 Work Plan Toward Convergence,The Changing Earth:New Scientific Challenges for ESA's Living Planet Programme.The characteristics of space and Earth observation technology in the world are analyized according to the reports.
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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".