Bibliographic record
Abstract
20 year old Madison Scott disappeared on May 28, 2011 after attending a party at Hogsback Lake, 25 kilometers southeast of Vanderhoof, British Columbia. She was reported missing the following day. Exactly 12 years after she was reported missing, police announced that Maddy's remains were found on a rural property near the lake. If you know anything about Madison's disappearance and death, you are encourage to call the tip line at 778-290-5291 or 1-877-543-4822. Alternatively, you can contact the Vanderhoof RCMP at 250-567-2222 or mail Box 1190 Vanderhoof, B.C. VOJ-3A0. If you wish to remain anonymous, call Crime Stoppers at 1-800-222-8477 or leave a message on their website at Solvecrime.ca. Alternately mailbox 1190 Vanderhoof, B.C. VOJ-3A0 for Vanderhoof RCMP.-K&O Rate, Review and Subscribe on the platforms of your choice. Check us out on Instagram to join in the discussions about the case! Comment on the case related post, we can't wait to hear your thoughts. @podcastbyproxy Intro music made by: https://soundcloud.com/aiakos Sources: It's Been Twelve Years Since Madison Scott was last seen alive in Vanderhoof, BC - Missing People Canada A decade after Madison Scott's disappearance, parents continue to call for witnesses | CBC News Madison Scott Missing, Family continues search on Scott's disappearance from Vanderhoof (snbc13.com) Mystery of Madison Scott haunts Vanderhoof; RCMP seek new leads | CBC News Vanderhoof rallies around missing woman's family | CBC News Missing B.C. woman's family boosts reward | CBC News Video re-enactment retraces steps of missing woman | CBC News Missing woman's friends canvas Grey Cup | CBC News BC RCMP - We need your help to find Madison Scott (rcmp-grc.gc.ca) Body of young woman missing since 2011 found in Vanderhoof, B.C. | Toronto Sun More than a thousand attend vigil for Madison Scott, B.C. woman whose remains were found after 12 years | CBC News Remains of Madison Scott found 12 years after mysterious disappearance from party near Vanderhoof, B.C. | CBC News Madison Scott's disappearance haunted Vanderhoof for 12 years. Now, the community is grappling with her death | CBC NewsThe Vanishing of Madison Scott - YouTube RCMP in British Columbia - Update in the ongoing Madison Scott investigation (rcmp-grc.gc.ca) Vanderhoof rallies around missing woman's family | CBC News The body of Maddy Scott, missing since 2011, has been found on a rural property in Vanderhoof | National Post 'What The Hell Happened?' Asks Mother Of Missing B.C. Woman Madison Scott | Abbotsford News (abbynews.com)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.525 | 0.153 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".