The policy systems of geological information services in main developed countries and its characteristics
Bibliographic record
Abstract
Information service policies are guidelines, fundamentals and approaches for the management and development of information services, as well as the guarantee of successfully implementing information services. In the process of information services, geological survey organizations of main developed countries, such as US Geological Survey (USGS), Canadian Geological Survey (CSC), Geoscience Australia (GA) and British Geological Survey (BGS), have formulated and executed a series of information service policies. These policies dictate the rules or guide almost all the actions of information services, including the service objects, content, pricing, partnership, information release, customer relationship and service quality. They have formed a complete policy system. This paper describes some characteristics of the policy systems of geological information services of the above-mentioned main developed countries from the following aspects: effects of information free acts and copyright on the geological information services, pricing policies and relatively complete price systems, regulation of information services with policies and standards to improve information service quality.
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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 | 0.001 | 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".