Bibliographic record
Abstract
Page 2 of 18 3.Venue is proper in this District because a substantial part ofthe events giving rise to Plaintiffs' claims occurred within this District. 4.Plaintiff, Yessenia Soffin CSoffin"), is a resident of Palm Beach County, Florida, is over the age of eighteen, and is otherwise sui juris. 5.Plaintiff, Poker Pro Media Worldwide, is a Florida corporation with its principal place of business in Palm Beach County, Florida. 6.Plaintiff, iSoeial Media, LLC, is a Florida corporation with its principal place of business in Palm Beach County, Florida. 7.Defendant, eChannel Network, Inc. CeChannel"), is an Ontario corporation with its principal place of business in Toronto, Ontario.eChannel claims to be a company that is engaged in on-line gaming and does business under numerous aliases.The company's multiplayer social games reach a wide audience and integrate within social networks such as Facebook.8. Defendant, Facebook, Inc. ("Facebook"), is a public company with its stock traded on the NASDAQ under the ticker symbol "FB."Facebook is a worldwide social networking company.It facilitates users to connect, share and communicate with each other; it enables developers to build social applications on Facebook or to integrate their websites with Facebook; and, offers products that enable advertisers and marketers to engage with its users.
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) | 0.005 | 0.005 |
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".