Bibliographic record
Abstract
DEPARTMENTS AND COLUMNS AT DEADLINE ............................................................................................ .3 EDITORIAI.JCOMMENTARY .................................................................. 6 CLOSE UP: THOMAS J. OLZAK ............................................................ 7 PRO/CON ..................................................................................................... 8 CORPORATE PROFILE: DR. SUSAN J. SMITH ............................. 9 CORNER ON THE MARKET ................................................................. 10 GETTING ORGANIZED ..................................... ~ .................................... 11 COMPUTERS/SOITWARE ..................................................................... 12 EMPLOYER'S GROUP ............................................................................ l3 MANAGING ............................................................................................... l4 LAW .................................................................... ......................................... 1S LIST: HOSPITALS SERVING THE I.E ........................................ 26 & 30 LIST: TOP SAVINGS AND LOANS FEDERAL SAVINGS BANKS ... 32 LIST: LARGEST CREDIT UNIONS IN THE I.E ................................. 38 DESERT BUSINESS JOURNAL ............................................................ .41 LIST: I.E.'s MOTORCYCLE DEALERS ............................................... 44 RESTAURANT REVIEW ......................................................................... 48 MANAGER'S BOOKSHELF ................................................. , ................. 51 RESOURCE DIRECTORY ......... , ............................................................ 56 DUFF & PHELPS, LLC STOCK SHEET ............................................... 60 CALENDAR ............................................................................................... 61 EXECUTIVE TIME OUT ......................................................................... 62 NEWS AND FEATURES The Confederate Flag Comes to Fontana ..... .. ........................ ............ .... .. ... .. 6 The Art of Interviewing ...... .. ................................ .... ......... ............ ... ........... 17 Arrowhead Trust lncoJ1X>111ted Acquires Sanwa's Retirement Plan Business ....... ... 19 The Bank of Hemet Reports Financial Results for March 2000 .............. ... 20 Community Bank Reports Net Income of $3.3 Million ......... ... ...... .......... .. 20 Temecula Valley Bank Announces First Quarter Earnings for 2000 .......... 20 Steve Davis is Named Vice President of PFF ............. ................................ 20 Community Bancorp Reports Record Earnings ................... ........ .. ........ ..... 21 Need for Staff Still Unmet, Employers Tell Manpower .... ................ .... ... ... 23 Temecula Today Feels the Effect of the Tightest Job Market in 35 Years .. 24 New Medical Test May Save Your Life!!! ............ ... .. ............................ ... .. 29 Roaring Into the Millennium ......................... ............................ ............... ... 3 1 Kelly Scientific Resources Launches New Future Scientists Program ....... 33 Why Are Health Costs Rising Again? Are HMOs to Blame? ..................... 34 You CAN Cut Your Health Care Costs! .............. .. ........................... ........... 34 Praise From the Heart and Inspiration for the Future ................................. 37 The Gift of Giving Comes From the Heart ................................................. 37 Carolyn Tillman Named New Medi-Cal Project Manager for County Schools ......... 46
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.079 | 0.016 |
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".