James & Raquel Break-up + Danny & Nicci from 12 Dates of Christmas Relationship Update!
Bibliographic record
Abstract
Breaking News: James Kennedy and Raquel have ended their engagement! Here's everything we know about the Vanderpump Rules Reunion. Plus, Nicci Ramos and Danny Escalante from '12 Dates of Christmas' on HBO Max join #NoFilter with Zack Peter to offer up a dating update! Are they still together? This episode is brought to you by PURECANE the all natural, zero calorie sweetener, naturally derived from sugarcane. Give it a try now at www.purecane.com Order some Housewives Watching Wine (in collab with Eliqs), on sale @ www.NoFilterWine.com Get access to our 'Reality TV Tea' Private Facebook Group: https://bit.ly/3h0nykD Like the show? Subscribe at: https://apple.co/2DxTKe6 and listen every Monday and Wednesday. Don't forget to leave us a nice review, because you love us! Keep up the latest show happenings at @nofilterwithzack Couldn't get enough of us? Follow Zack @justplainzack on Twitter and Instagram & justplainzack.com Keep up with Zack on YouTube at www.youtube.com/justplainzack
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.126 | 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".