“Every Time I Move My Arm, it Costs the Cartoon Network 42 Bucks”: Remixing Limited Animation in <i>Space Ghost: Coast to Coast</i>
Bibliographic record
Abstract
This article examines how media production is shaped under media conglomeration through a close analysis of Space Ghost: Coast to Coast (1994–2008), arguing that animation evinces the corporate strategy of archive reuse through its esthetics. It compares how the limited animation of Hanna-Barbera Productions transformed in the shift to cable and greater media conglomeration under Turner Broadcasting System. Using a thick description of the production process, the chapter illustrates how Cartoon Network programmers remixed the corporate archive to create Space Ghost: Coast to Coast . Through this remixed production process, channel programmers used limited animation esthetics to disclose on their own labor as programmers and producers within Turner’s media empire. It ends by examining how Space Ghost: Coast to Coast ’s unique production techniques and esthetics shaped Cartoon Network’s adult programing block, [adult swim].
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.008 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.016 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".