The Murder of Taylor Samson - 1 - The Disappearance
Bibliographic record
Abstract
Halifax, Nova Scotia, Saturday, Aug 15, 2015Taylor Samson, a local university student, tells his girlfriend he has to run out for a moment and that he wouldn't be long. When she see's him exiting the apartment carrying a large duffel bag, she assumes it contains marijuana.When he fails to return home that night.. or ever again, she, and many others in Taylor's life, begin to suspect he was the victim in a drug deal gone very wrong.What will start as a missing persons investigation will become one of Nova Scotia's highest profile murder trials. One that sees two students of Halifax's Dalhousie University at center stage.The Victim, Taylor Samson and the accused William Sandeson who at the time of Taylor's murder was only days away from beginning classes at the prominent medical school.In this multi part series, I'll be joined by Kayla Hounsell (author of First Degree: From Med-school to Murder).Credits:Music: Vox SomniaLinks:Kayla Hounsell: https://twitter.com/kaylahounsellBuy First Degree: https://www.amazon.ca/First-Degree-Medical-School-Murder/dp/1771086661Vox Somnia: https://twitter.com/voxsomniaContact:Website: https://www.nighttimepodcast.comTwitter: https://twitter.com/NightTimePodFacebook: https://www.facebook.com/NightTimePodInstagram: https://www.instagram.com/nighttimepodEmail: NightTimePodcast@gmail.comSupport the show: https://www.patreon.com/nighttimepodcastPremium Feed: https://www.patreon.com/NighttimepodcastSee omnystudio.com/listener for privacy information.
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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) | 0.022 | 0.001 |
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".