Bibliographic record
Abstract
This paper attempts an examination of the concept of the mechanism of power in Suzanne Collins’ trilogy The Hunger Games. The author conducts an analytical approach to the way power is practiced, the measure that helps establish a clandestine of power relations affecting people’s life, mentality of thinking, politics and even economy.The introduction delves to present a definition of power and its concept and how it gets activated and why. Power, according to Collins is the backbone and even the elixir of life upon which the very survival of the authoritarian state headed by President Snow depends. The paper goes on to explicate the need for keeping power in place to secure the government’s grip on power. Mechanism of power as shown in the novel works on so many levels. Divide and rule marks the first and most necessary and effective means as a divisive policy aiming at preventing any potential unity among people who might employ this unity to rise up against the totalitarian government. Media and sport and economic factors are used effectively to ensure government’s control on man’s mind, body and soul and intimidate them whenever needed. Collins presents power and its mechanism as the sole relation between people and government in the novel. Absence of democratic rule in Panem, or, American states, leaves power as the only means to describe the social bond between man and state, a bond that is unilaterally respected and practiced.
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 | 0.000 | 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) | 0.001 | 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".