Bibliographic record
Abstract
--NEWS--- 0:32 Brooklyn Park Woman Killed 3:15 Plymouth Apartment Fire 4:22 Wrong-way Driver Crash 4:51 Plymouth Man/Mother Swindle Case 5:31 Wayzata New School Security Measures 6:36 Changes in Playground Design 9:11 In the Garden: Champlin Gardener ---SPORTS--- 11:31 Section Boys Tennis 12:38 Wayzata vs. Osseo-Park Center Boys Lacrosse 14:25 Champlin Park vs. Andover Girls Lacrosse 15:17 Terry Tuma Fishing Tip ---LAST SEGMENT--- 17:09 Miss Minnesota USA http://twelve.tv http://www.facebook.com/12localnews http://twitter.com/12sports http://twitter.com/12localnews Learn about our mobile app - http://bit.ly/CH12app Channel 12 is on Comcast cable in the northwest suburbs of Minneapolis and includes the cities Brooklyn Center, Brooklyn Park, Crystal, Golden Valley, Maple Grove, New Hope, Osseo, Plymouth and Robbinsdale.
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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.241 | 0.109 |
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".