Bibliographic record
Abstract
Abstract The Joker both fascinates and repels us. From his origin in Detective Comics in 1940, the Joker has committed obscene crimes, some of the worst the Batman universe has ever known. Conversely fans have made him the topic of erotic and pornographic “fan fiction.” Speculation about the Joker abounds; some fans have even claimed that the Joker is “queer coded.” This work explores various popular claims about the Joker, and delves into the history of comic books and of other popular media from a semiotic viewpoint to understand “The Clown Prince of Crime” in the contexts in which he existed to understand his evolution. From his roots as a “typical hoodlum,” The Joker even starred in his own eponymous comic book series and he was recently featured in a non-canonical movie. This work examines what it is about the Joker which fascinates us.
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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 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".