Bibliographic record
Abstract
Dawson, James. This Book is Gay. London: Hot Key Books, 2014. Print.As North American jurisdictions play host to battles over proposed sex education curricula, barriers to providing basic sexual health information to youth are becoming painfully evident. In the place of strong classroom instruction, many governments expect parents to engage in these conversations, but even progressive parents may feel inadequately prepared for discussing sex education with their LGBT children. Similar issues exist surrounding cultural identification and attainment; where most youth simply observe or take part in family and societal practices, queer youth must undertake greater lengths to self-educate and identify.Enter James Dawson’s publication, This Book is Gay, which serves as part sex education, part cultural information manual for all things LGBT. With strong credentials as a former teacher and YA author, Dawson also deployed an international survey and conducted interviews to add statistics and quotations that expand and diversify the experiences captured within the book. The book covers a vast array of topics complete with catchy chapter titles, including terminology (“The Name Game”), homophobia and transphobia (“The Fear” and “Haterz Gonna Hate”) and, a topic of interest to most LGBT teens, same sex education (“The Ins and Outs of Gay Sex”). Within these chapters is a balance of reader empowerment, stereotype dismantling, community building and jokes - lots of jokes - to keep the reader entertained and informed throughout. Adding to the levity and frankness of Dawson’s tone are illustrator Spike Gerrell’s ebullient comics (think lightning bolts retreating from a gonorrhea patient’s groin).An uplifting read that will inform and entertain all types of readers, I highly recommend This Book is Gay. The book does use certain colloquialisms native to Dawson’s United Kingdom, but these should serve as only very minor distractions - or even points of curiosity - to the non-British reader. This Book is Gay would work as a very thoughtful gift to a newly out or questioning teen, but there needs to be a place for it in every junior high and high school library. As a stand-in for a funny, frank and extremely knowledgeable older sibling, this book should do the trick.Highly Recommended: 4 out of 4 starsReviewer: Kyle MarshallKyle Marshall is the School-Aged Services Intern Librarian for Edmonton Public Library. He graduated with his MLIS from the University of Alberta in June 2015, and is passionate about diversity in children's and youth literature.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.125 | 0.085 |
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".