THE STATUS AND MAIN CHARACTERISTICS OF GEOLOGIC ENVIRONMENT IN HENAN
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
In Henan Province,the natural geologic conditions are complex with weak ecologic environment where there exists not only some unfavourable special geologic environmental conditions and serious geologic hazards,but also not less environmental geological problems caused by human activities. The main unfavourable geologic conditions are certain special unfavourable rock soil mass (collapsing loess and swelling soil),primary geochemical anomaly (water of high fluorine content,water of low iodine content,saline water) and secondary geochemical anomaly (soil sali nization). The main geologic hazards include devolution,land sliding,debris flow,soil erosion,surface subsidence,water gushing in mines,gas esplosion,etc. The main environmental geological problems are as follows:exhaustion of water resources,water pollution,heaping of solid wastes and so on. All the above factors,combining together,have become the obstacle not to be ignored which restricts improving the living standards of the people and development of social economy in Henan Province.
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 | 0.000 | 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 it