Chicago in top 10 cities with most Ashley Madison accounts
Bibliographic record
Abstract
Chicago's made the top 10 on a list of cities with the most accounts registered to the infidelity hookup site , Ashley Madison. Over the past few days data hacked from the site's been posted online, and according to an analysis Chicago has the tenth most users of it of any city in the world. Data shows more than ONE HUNDRED SIXTY-TWO THOUSAND accounts registered to Chicago - putting it just behind London which clocked just under ONE HUNDRED EIGHTY THOUSAND accounts. Coming in at number one? Sao Paolo, Brazil with a total of THREE HUNDRED SEVENTY-FOUR THOUSAND, FIVE HUNDRED FORTY-TWO accounts. It beat second place New York by more than ONE HUNDRED THOUSAND. The city with the most users per capita, however, was Miami. With a population of FOUR HUNDRED SEVENTEEN THOUSAND, Miami had about one Ashley Madison account for every four people living there.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.589 | 0.003 |
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; both teacher heads agree on what is shown here.
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".