Ep. 347 - "The 30% Solution" with Dr. Lew Bayer (@lewbayer)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
\\"If you can't make people feel valued in your presence and people don't want to be around you, you are not going to go very far very long.\\" - Dr. Lew Bayer Today's featured author is Canada's Leading Expert on Civility and Social Intelligence at Work Expert, Dr. Lewena Bayer. Dr. Lew and I talk about civility, why it's a measurable competency, and more! Key Thing's You'll Learn: What civility is and how it can be measured. What made Dr. Lew decide to become a civility expert. The 3 things that she wishes that she knew when she started her business 20+ years ago. Dr. Lew's Site: https://lewbayer.com/ Dr. Lew's Books: https://www.amazon.com/Lewena-Bayer/e/B01J9QMJWM/ref=dp_byline_cont_pop_book_1 The opening track is titled \\"New Perspective\\" by the magnanimous chill-hop master, Marcus D (@marcusd). Be sure to visit his site and support his craft. http://marcusd.net/album/secret-bosses-unreleased-retrod-beats You May Also Like.... 251 - \\"Solutionaries\\" with Linda Lattimore (@LindaLattimore8): https://www.goingnorthpodcast.com/251-solutionaries-with-linda-lattimore-lindalattimore8/ Ep. 343 - \\"Thrive\\" with Andrew Freedman (@afreedmanthrive): https://www.goingnorthpodcast.com/ep-343-thrive-with-andrew-freedman-afreedmanthrive/ Ep. 327 - \\"The Go-Giver Way of Elite Performance\\" with Bob Burg (@BobBurg): https://www.goingnorthpodcast.com/ep-327-the-go-giver-way-of-elite-performance-with-bob-burg-bobburg/ Ep. 322.5 (H2H Special) - \\"Burnout Proof\\" with Michael Levitt (@bfastleadership): https://www.goingnorthpodcast.com/ep-3225-h2h-special-burnout-proof-with-michael-levitt-bfastleadership/ 278.5 (Host 2 Host Bonus Ep.) - \\"Key Conversations for Leaders\\" with John Ryan (@keyconvo): https://www.goingnorthpodcast.com/2785-host-2-host-bonus-ep-key-conversations-for-leaders-with-john-ryan-keyconvo/ 193 - \\"The Quest For Purpose\\" with Dr. Ken Keis (@crgleader): https://www.goingnorthpodcast.com/193-the-quest-for-purpose-with-dr-ken-keis-crgleader/ 275 - \\"How Thoughts Become Things\\" with Dr. Marina Bruni (@DrMarinaBruni): https://www.goingnorthpodcast.com/275-how-thoughts-become-things-with-dr-marina-bruni-drmarinabruni/ Ep. 321 - \\"Ethical Success and Business Prosperity\\" with Rabbi Yonason Goldson (@yonasongoldson): https://www.goingnorthpodcast.com/ep-321-ethical-success-and-business-prosperity-with-rabbi-yonason-goldson-yonasongoldson/ 274 - \\"Honest to Greatness\\" with Peter Kozodoy (@PeterKozodoy): https://www.goingnorthpodcast.com/274-honest-to-greatness-with-peter-kozodoy-peterkozodoy/ 35 - \\"Women Who Ignite\\" with Donna N. Brown (@DonnaBrownDesigns): https://www.goingnorthpodcast.com/35-women-who-ignite-with-donna-n-brown-donnabrowndesigns/ 254 - \\"The New Global Manager\\" with Melissa Lamson (@melissa_lamson1): https://www.goingnorthpodcast.com/254-the-new-global-manager-with-melissa-lamson-melissa_lamson1/ 207 - \\"Expert to Influencer\\" with Divya Parekh (@coachdivya): https://www.goingnorthpodcast.com/207-expert-to-influencer-with-divya-parekh-coachdivya/
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.
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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.410 | 0.010 |
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 it