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Record W89499141

Science Fiction & Scientific Literacy: Incorporating Science Fiction Reading in the Science Classroom

2006· article· en· W89499141 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Science Teacher · 2006
Typearticle
Languageen
FieldPsychology
TopicScience Education and Perceptions
Canadian institutionsnot available
Fundersnot available
KeywordsReading (process)Scientific literacySpace (punctuation)Science educationDistrustCurriculumLiteracyMathematics educationSociologyComputer scienceMedia studiesEpistemologyPsychologyPedagogyLawPolitical sciencePhilosophy
DOInot available

Abstract

fetched live from OpenAlex

The term has become synonymous, in the media at least, for any discovery in too incredible or unexpected for the nonscientist to imagine. This without a doubt annoys many scientists because the fiction label has the popular connotations of willingly false or misleading. This image also bothers those who know that in good the science is often to be taken seriously. One of the most common classroom uses of is for students to pick out flaws in movies or television shows. Unfortunately, in my experience, this approach can result in students who come to distrust anything that sounds like science. Science has so much more to offer in terms of good and how works, while at the same time addressing the basics of literacy. Take, for instance, short such as A Man's Place, by aerospace engineer Eric Choi, originally published in Space Inc. (2003). This short story, like all of the stories in the book, focuses on and the future of work in orbit or outer space. [Editor's note: Teachers can read this story at www.sciencenewsforkids.org/pages/scifizone/choi.asp.] Another good example is The Cold Equation by Tom Godwin (2000) that looks at the unalterable and potentially tragic constraints of space travel. These show why is an ideal medium for exploring issues in and society. In this article I make a case for why should be a part of curricula and I provide an all-purpose activity to help teachers use in the classroom. The opportunity for literacy skills Science is read not only for enjoyment, but because it digs into scientific concepts with imagination, creativity, and a thorough appreciation of consequence. Most authors ask, What if? and speculate about what could happen if a certain aspect of or technology existed--or did not exist. By bringing into the realm of individual lives as well as entire cultures, these stories are thought experiments about anything we can imagine, from global warming to evolution. In the past, stories, with few exceptions, have been viewed as little more than entertainment for young readers, something to whet the appetite for real books later in life or to encourage a reluctant student. But they can do much more. I have worked to incorporate into curriculum with experts at many levels including the Wright Center for Innovations in Science Education, Wayne State University, Pennsylvania Science Teachers Association, and Science Teachers of Ontario. In many cases individuals most comfortable with the flood of new technologies and scientific discoveries and most able to see past the novelty to the potential for good or ill, have been prepared by their choice of literature. We are living in a world that seems fictional, and readers have the advantage of knowing the terrain. This is true because stories, particularly the short form readily available in Year's Best anthologies in libraries (Hartwell 2005; Dozois 2005), speculate from known concepts. The authors of these stories ask: What if this happens? What if that continues or even stops? From this start, good stories do not violate scientific principles, but rely on them to guide thought experiments through to possible consequence. Good is story, science, and speculation all wrapped up in a package custom-made for improving literacy and critical-thinking skills--it does not get more convenient. Literacy concerns the communicating of ideas from one mind to another, including component skills such as vocabulary, language structure, reading, and writing to elicit comprehension. Critical thinking blends with literacy in the interpretation and extrapolation of ideas. …

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.043
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Bibliometrics, Science and technology studies, Scholarly communication, Open science
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.888
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0430.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.044
Science and technology studies0.0130.047
Scholarly communication0.0050.006
Open science0.0060.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.059
GPT teacher head0.386
Teacher spread0.327 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it