Bibliographic record
Abstract
This paper presents an analysis of the former Chinese Communist Party leader Chairman Mao Zedong's political career (reigned 1949-1976), with regards to his success and failures. Mao was one of the most prominent Communist theoreticians who governed a quarter of humankind for a quarter of a century. His political philosophy, particularly his Method of Leadership, focusing on the "masses" is discussed here. The analytical arguments are centered on three phases of his leadership: the rise, the apex, and the fall. In the first phase, the paper attributes his victory before 1949 to his profound understanding of Chinese peasants. In the second phase, it elaborates on his successful method of leadership in the early 1950s. And in the third and last phase, it criticizes his disastrous political movements, particularly the Great Leap Forward and the Cultural Revolution, from the late 1950s to the mid-1970s. The study hopes to offer an objective and a balanced view of Chairman Mao, who had a complex personality and was a highly controversial figure in human history. The article also wishes to help readers gain a better understanding of China's top leader in recent history, and how China came to be what it is today.
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.
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 | 0.006 | 0.004 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".