Writers Corner: Natasha Deen with The Signs and Wonders of Tuna
Bibliographic record
Abstract
Natasha Deen is a multi genre author and teaches introduction to Children's Writing at the University of Toronto. She has published over thirty books for children, young adults and adults.  Her work has been nominated for awards several times and her Young Adult novel, In the Key of Nira Ghani, won the 2020 Amy Mathers Teen Book Award.  Her novel, The Signs and Wonders of Tuna Rashad, was nominated CBC Top 14 Canadian Young Adult books to watch.    Books:  THE SIGNS AND WONDERS OF TUNA  Get the book on Amazon here:  https://amzn.to/3RlGvAR   ASIN: 0762478683    Bibliography:  Depth of Field (Orca Book Publisher, 2022)  Lark Has the Shivers (Orca Book Publisher, 2022)  Girls Survive: Maria and the Plague of Florence (Capstone Publishers, 2020)  Jake Maddox, Girl Sports Stories: Nothing But Net (Capstone Publishers, 2020)  Jake Maddox, Girl Sports Stories: Danger in the Reef (Capstone Publishers, 2020)  Jake Maddox, Girl Sports Stories: Sharing the Mound (Capstone Publishers, 2019)  In the Key of Nira Ghani (Running Press, 2019)  Thicker than Water (Orca Book Publisher, 2019)  Lark and the Dessert Disaster (Orca Book Publisher, 2019)  Lark Takes a Bow (Orca Book Publisher, 2018)  Game's End (Great Plains Publishing, 2017)  Lark and the Diamond Caper (Orca Book Publisher, 2017)  Terminate (Orca Book Publisher, 2017)  Lark Holds the Key (Orca Book Publisher, 2016)  Across the Floor (Orca Book Publisher, 2016)  Gatekeeper (Great Plains Publishing, 2015)  Guardian (Great Plains Publishing, 2014)  Burned (Orca Book Publisher, 2015)  Sleight of Hand (Orca Book Publisher, 2015)  The Not So Secret Case Files of Billy Vale, P.I. (Blueberry Hill Press, 2015)  At Dock's End (Blueberry Hill Press, MG, 2014)  True Grime 2: Angel Maker (Blueberry Hill Press, MG, 2012)   True Grime (Blueberry Hill Press, MG, 2011)   About the Show The Writers Corner has been a water cooler for authors since July 2018.  The show is broadcast live so readers are able to engage with the authors in real time. The weekly talk show is 30 minutes long and give you some insight into the author's journey and/or details about the book you would otherwise not have known.  It is a family friendly show and authors range from New York Times Best Selling Authors to debut authors.   About the Show Hosts   Bridgetti Lim Banda  Bridgetti is a Talk Show Host, on Camera Confidence Coach and Executive Producer who offers Livestreaming as a Service (LaaS). She helps business owners host live events, e.g. town halls, talk shows, brand awareness campaigns and fireside chats.  Bridgetti is also a four time #1 amazon international bestselling author.   Mary Elizabeth Jackson  Mary Elizabeth Jackson is a special needs and disabilities advocate, ghost writer and award-winning author. Her latest release is Cheers from Heaven with Thornton Cline.    #WritersCorner #BLiveMedia  #WritersNetwork #WritingCommunity #WritersLife   #TheConversation #Ad  #NatashaDeen --- Send in a voice message: https://anchor.fm/blivemedia/message
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.
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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.101 | 0.000 |
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 teacher head, 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".