Bibliographic record
Abstract
Christensen, Bonnie. I, Galileo. New York: Alfred A. Knopf, 2012. Print.I, Galileo is a factual biography presented in narrative style. Told from the first person perspective of Galileo Galilei as an old man, the story briefly recounts the significant moments in his life from education, to scientific discoveries and inventions, and to his accusation of heresy by the Catholic Church in Rome for being a proponent of the heliocentric model of the solar system. Told in a simple straightforward style, it is remarkable how much information about Galileo’s life is so eloquently packed into such a short work without seeming merely like an account of facts. This makes the content accessible to children without making it seem too much like a history lesson. At the end, the text is accompanied by a chronology of historical moments, listings of Galileo’s most famous experiments, inventions, and discoveries, as well as a short glossary. For those interested in learning more about Galileo there is a brief bibliography and a list of recommended websites, though the documentary and sites for which links are provided are not aimed at the same age level as the book.Author Bonnie Christensen is also the illustrator. The artistic oil paintings have an historic feel that complement the text nicely and aid in its comprehension. For instance, reference to Galileo’s compass could have been misinterpreted as a different type of tool were it not for its depiction on the opposing page. Colour was used very effectively, particularly with the symbolic darkening of the background on the page where Galileo was sentenced to life imprisonment. Young readers will learn a lot from this book, and hopefully will be as inspired Galileo was to explore, discover, and challenge existing ideas along the way.Highly recommended: 4 out of 4 starsReviewer: Trish ChatterleyTrish is a Public Services Librarian for the John W. Scott Health Sciences Library at the University of Alberta. In her free time she enjoys dancing, gardening, and reading books of all types.
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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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.110 | 0.074 |
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".