Bibliographic record
Abstract
News and Features The Way You Do Anything Is the Way You Do Everything (and Nine More “Tough Love” Truths for Business Owners) Suzanne Evans says that you, and you alone, are the source of your success or failure. She gives us 10 inconvenient but ironclad truths that all business owners should take to heart. . . . . . . . . . . . 9 Will Your Social Security Check Be in the Mail Come 2015? Economist Allen W. Smith says there is no trust fund, and a number of elected officials, including former President George W. Bush, have acknowledged that. . . . . . . . . . . . . . . . . . . . . . . . . . . 18 The Last –Minute First-Quarter Save: Five Tactics to Help You Snatch Record Profits From the Jaws of Defeat If your business’s first quarter numbers aren’t looking good, you may be tempted to throw in the towel. But Suzanne Evans says there’s still time to turn this ship around. Here, she shares five tactics that just might salvage your bottom line. . . . . . . . . . . . . . . . . . 24 Are You Talkin’ to Me? Understand and Adapt to Different Communication Styles Understanding the style of the person you are communicating with can make the difference between getting your message across and getting it across well. . . . . . . . . . . . . . . . . 26 Columns Real Estate Notes. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Computer Column. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Sales. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 Leadership in Business. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 The Lists: MBA/Executive Programs in the Inland Empire. . . . . . . 7 The Top HMOs and PPOs. . . . . . . . . . . . . . . . . . . . . . . . 11 Residential Real Estate Brokers. . . . . . . . . . . . . . . . . . . . 14 Women-Owned Businesses. . . . . . . . . . . . . . . . . . . . . . . 16 Communication. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 Investments and Finance. . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 Business Success. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 Restaurant Review. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 Management. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24 Manager’s Bookshelf. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25 Communication in Business. . . . . . . . . . . . . . . . . . . . . . . . . . 26 New Business Lists: County of San Bernardino. . . . . . . . . . . . . . . . . . . . . . . 35 County of Riverside. . . . . . . . . . . . . . . . . . . . . . . . . . . . 35 Executive Time Out. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.024 |
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".