The Creations and Research in the Regional Landscape Spirit of Heilongjiang Province
Bibliographic record
Abstract
Heilongjiang Province is located in the northeastern border part of People's Republic of China. Compared with those coastal provinces, the inner land provinces are less developed economically or culturally. However, the discovery of Hongshan civilization, the brilliant civilization of Bohai Kingdom which was affiliated to the Tang Dynasty (618AD~907AD), the nomadic and agro-culture of the ethnic groups of Jurchens minority(the ancestry of Manchu minority), Manchu minority and Mongolian minority, and the Russian culture deposit, all of these above shows that Heilongjiang is not barren in cultural deposit at all. Instead, it still, to some extent, holds its “used-to-be” splendor. The seasonal changes there are distinct, which nurtured a piece of richly-endowed land that in return nourishes its unique natural characteristics and excellent people. All of these present a subject for the research in Chinese landscape painting. Key words: Heilongjiang; Landscape spirit; Regional
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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 | 0.001 | 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".