Bibliographic record
Abstract
Marilyn Wetston gives it to you Straight From a Woman's Perspective every Saturday morning at 8am on Zoomer Radio This Saturday : Theme: World logic day and our decisions Get health tips from Dr. Betty Rozendaal ND of Thornhill Naturopathic, Sugar and us! Dr. Vivien Brown author of "The New Woman's Guide to Healthy Aging",Sleep Apnia, first of 3 segments on getting better sleep, Hearing Instrument specialist Edmond Ayvazyan of Hearing Aid Source,Jill's story Get SMART Realty Solutions from Sharon Parenteau , Declutter battle plan,and Financial planning and investment management advice from Ron Fox CEO of Glidepath Portfolio Services and Kevin Giffin of Full Circle Financial Plus get tips and happy stories 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: Ron Fox CEO of Glidepath Portfolio Services and team give us financial planning and investment management advice Christine The Health Coach , Fitness tips and more, today get tips for weight loss. Jane Teasedale, Mosaic Home Care Person Centred Care and community activities updates Hearing Instrument specialist Edmond Ayvazyan of Hearing Aid Source Centres, Happy story: Realtor Melanie Martyn ,for property north of Toronto, Matchmaker Linda Miller of Misty River Introductions, Marilyn Wetston , Wardrobe Doctor: Happy story The logic of dressing Realtor Sharon Parenteau of SMART Realty Solutions gives advice on buying and selling property in Toronto and the GTA, free books for decluttering and downsizing available Jeweler Pamela Lauz Creating beautiful jewelry and repurposing the gold and precious stones you have. Accessibility expert Daniel Wiskin, " Greater Toronto Accessibility" , happy story and accessibility tip Marilyn Wetston , Wardrobe Doctor, styling tips and happy stories, dress logically
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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) | 0.649 | 0.268 |
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".