21 This Week: Damascus High Rape & Prince George's County Murder Cases
Bibliographic record
Abstract
Casey Aiken hosts the latest episode of 21 This Week. On this week's show, Aiken and the panel discuss the Damascus High rape case, the hiring of the next Chief of Police as Manger retires this month, and the murder of a Prince George's teen involving MS-13 gang members. This week's panel of political observers features Sam Statland, Evan Young, Dwight Patel, and Cynthia Rubenstein. “21 This Week” airs on Channel 21 on Sundays at 11 a.m. and again at 7 p.m.; Mondays at noon and again at 8 p.m.; Tuesdays at 12:30 p.m. and again at 8:30 p.m. Montgomery Community Media (MCM) is the only independent, nonprofit organization providing access to public media (public access television and broadband media) directly to Montgomery County’s over one million residents as well as the resident non-profit organizations, associations and businesses. We engage, educate and empower individuals and the community to express diverse viewpoints. Stay up to date on news in Montgomery County! » Subscribe to MCM here: https://goo.gl/fi9sqQ » Check out MCM for more: https://www.mymcmedia.org Follow MCM on these platforms! » Facebook: https://goo.gl/89YTJN » Twitter: https://twitter.com/mymcmedia » Instagram: https://goo.gl/BkuFnD For more Montgomery County, Maryland residents can tune to Comcast channels 21 and 995
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.115 | 0.026 |
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".