Bibliographic record
Abstract
This Saturday : It's International be You day! Get health tips from Dr. Betty Rozendaal ND of Thornhill Naturopathic , Autoimmune disease Dr. Vivien Brown author of "The New Woman's Guide to Healthy Aging", Women and stroke Hearing Instrument specialist Edmond Ayvazyan of Hearing Aid Source, hearing aid happy story! Get SMART Realty Solutions from Sharon Parenteau , downsizing tips and Financial planning and investment management advice from Financial Planner Kevin Giffin of Full Circle Financial Plus get tips and happy stories from all the team and more So join Marilyn and her team and continue to be empowered to make informed decisions From a Woman's Perspective exclusively on Zoomer Radio. From a Woman's Perspective's TEAM of experts: Financial Planner Kevin Giffin of Full Circle Financial will guide us to a brighter financial future. A " I can do that attitude and ethics in financial planning, plus from tax saving advice. Christine, The Health Coach , Fitness tips ,Be smart about fitness! Jane Teasedale, Mosaic Home Care Person Centred Care and community activities updates Hearing Instrument specialist Edmond Ayvazyan of Hearing Aid Source Centres, How to hear our best! Matchmaker Linda Miller of Misty River Introductions, Tanya's story and how to Find the right match! Marilyn Wetston , Wardrobe Doctor: Tip: Expressing the real you when you dress! Realtor Sharon Parenteau of SMART Realty Solutions gives advice on buying and selling property in Toronto and the GTA Jeweler Pamela Lauz Creating beautiful jewelry and repurposing the gold and precious stones you have. Accessibility expert Daniel Wiskin, " Greater Toronto Accessibility" ,Raj's happy story! Dr, Vivien Brown , author of The New Woman's Guide to Healthy Aging gives a Healthy Aging Tip Dr. Betty Rozendaal ND of Thornhill Naturopathic, natural approaches to addressing our health
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.818 | 0.155 |
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".