Insight: CSUS President Alexander Gonzalez / So You Want to Start a Winery? / Running Hall of Fame / Richard Turner Photography
Bibliographic record
Abstract
Sacramento State University President Alexander Gonzalez - Students of California State University, Sacramento are heading back to school this week with a little more cash in their pocket but no new classes to break the bottleneck slowing their coursework. The passage of Proposition 30 has allowed California Governor Jerry Brown to add $125 million to the CSU system's budget this year and reinstate an $125 million that was cut last year. But individual campuses like Sacramento State University are still figuring out the best way to graduate students on time without raising fees. Here to explain Sacramento State's plans to solve this puzzle in the coming year is the university's president Alexander Gonzalez. So You Want to Start a Winery? - One of the largest gatherings of wine makers and grape growers, "The Unified Wine and Grape Symposium," is coming to Sacramento Tuesday. If you find yourself in a moment of meditation at the symposium saying to yourself, "I'm in the wrong business," think again. Beth and Ira Rosenthal, owners of Uphill Vineyards, join us to explain the difficulties of starting a winery. The Rosenthals are preparing to bottle their first vintage in the coming weeks but it's been a long "uphill" battle. Sacramento Running Hall of Fame - The Sacramento Running Association is starting a new tradition this weekend by inducting an inaugural class of runners in the SRA Hall of Fame. Richard Turner Photography - Richard Turner left his position as a successful lawyer to pursue his passion, nature photography. He left home and went on a month long photography expedition, traveling more than 3,000 miles accross the US and Canada. He recently released a book of photographs and poetry entitled "My Path . . .". He joins us in the studio to talk abut his journey.
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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) | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.192 | 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".