MétaCan
Menu
Back to cohort

Teachers Who Won't, Don't, or Can't Teach Evolution Properly: A Burning Issue

2008· article· en· W1994435734 on OpenAlexaff
Jason R. Wiles, Glenn Branch

Bibliographic record

VenueThe American Biology Teacher · 2008
Typearticle
Languageen
FieldArts and Humanities
TopicEvolution and Science Education
Canadian institutionsMcGill University
Fundersnot available
KeywordsCreationismIgnoranceLawsuitSkepticismSubject (documents)Mathematics educationIntelligent designSociologyPsychologyLawEpistemologyPhilosophyPolitical scienceComputer scienceLibrary science

Abstract

fetched live from OpenAlex

[FIGURE 1 OMITTED] Flames have way of concentrating the attention. In 2002, high school biology teachers in Dover, Pennsylvania, were horrified to learn that student's mural depicting hominid evolution (Figure 1) had been torched on the orders of school administrator. A creationist member of the school board boasted that he gleefully watched it burn. Reluctantly, the teachers started to downplay their treatment of evolution, but to no avail. In 2004, after efforts to have creationist textbook adopted were stymied, creationist majority on the school board passed policy describing evolution as a theory ... not fact and recommending intelligent design as scientifically credible alternative. The teachers were subsequently ordered to read corresponding statement to their students--which, citing their professional responsibilities as educators, they courageously refused to do. Not every controversy over teaching evolution in the public schools becomes as famous as Dover's, which ultimately resulted in major lawsuit (Kitzmiller v. Dover, 400 F. Supp. 2d 707 [M.D. Pa. 2005]) that occasioned at least four books and two-hour documentary on public television. But due to pervasive climate of ignorance of, skepticism about, and animosity toward evolution, biology teachers are far too often not teaching evolution effectively--whether because they are creationists themselves, or because (like the Dover teachers) they are experiencing pressure from their communities, or simply because they are not confident about their knowledge of and ability to teach the subject. In short, there are too many biology teachers who won't, or don't, or can't teach evolution properly--as central, unifying, and well-tested principle of biology. The figures are appalling. In survey of Oklahoma biology teachers, for example, 12% favored omitting evolution from biology classes and teaching creationism in its place (Weld & McNew, 1999). Teachers who aren't creationists may nevertheless be cowed by people who are: In recent informal survey among members of the National Science Teachers Association, 30% of respondents indicated that they felt pressure to omit or downplay evolution and related topics, while 31% indicated that they felt pressure to include nonscientific alternatives to evolution in their classroom (NSTA, 2005). And over half--52%--of Minnesota biology teachers surveyed regarded their undergraduate methods coursework as not preparing them to teach evolution effectively (Moore & Kraemer, 2005). How can individual biology teachers and the profession as whole respond? Clearly, teachers ought not to espouse creationism in the classroom, whether in the form of creation science or intelligent design. Equally clearly, they ought to be teaching evolution properly, not omitting it, downplaying it, or teaching it in such way as to instill scientifically unwarranted doubts about it (Petto & Godfrey, 2007; Scott, 2007). But it is not always easy to detect and dissuade those who won't teach evolution properly. Such teachers are often unaware of the relevant case law that protects the integrity of evolution education (Moore, 2004a). Occasionally they are reassigned, as was Rodney LeVake (Moore, 2004b); often, though, they continue to teach creationism, or not to teach evolution properly, without any consequences. Administrators are sometimes complicit: It is not uncommon for students to be assigned to evolution-friendly or evolution-unfriendly biology classes depending on the school's assessment of their proclivities. Confronting colleague who won't teach evolution properly is not necessarily unproblematic, and citing the case law--implicitly threatening legal action--may not be the most tactful way to begin. Educating such colleagues may be more effective. Such teachers need to know that the scientific community regards evolution as vital part of education (NAS, 2008). …

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.043
Threshold uncertainty score0.143

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0140.011
Scholarly communication0.0080.013
Open science0.0020.003
Research integrity0.0160.021
Insufficient payload (model declined to judge)0.0430.016

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 head0.053
GPT teacher head0.286
Teacher spread0.233 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations12
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueThe American Biology TeacherSame topicEvolution and Science EducationFrench-language works237,207