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Defense of the Scientific Hypothesis - From Reproducibility Crisis to Big Data (Hardcover)
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Defense of the Scientific Hypothesis - From Reproducibility Crisis to Big Data (Hardcover)
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Defense of Scientific Hypothesis: From Reproducibility Crisis to
Big Data sets out to explain and defend the scientific hypothesis.
Alger's mission is to counteract the misinformation and
misunderstanding about the hypothesis that even seasoned scientists
have concerning its nature and place in modern science. Most
biological scientists receive little or no formal training in
scientific thinking. Further, the hypothesis is under attack by
critics who claim that it is irrelevant to science. In order to
appreciate and evaluate scientific controversies like global
climate change, vaccine safety, etc., the public first needs to
understand the hypothesis. Defense of Scientific Hypothesis begins
by describing and analyzing the scientific hypothesis in depth and
examining its relationships to various kinds of science. Alger then
guides readers through a review of the hypothesis in the context of
the Reproducibility Crisis and presents survey data on how
scientists perceive and employ hypotheses. He assesses cognitive
factors that influence our ability to use the hypothesis and makes
practical and policy recommendations for teaching and learning
about it. Finally, Alger considers two possible futures of the
hypothesis in science as the Big Data revolution looms: in one
scenario, the hypothesis is displaced by the Big Data Mindset that
forgoes understanding in favor of correlation and prediction. In
the other, robotic science incorporates the hypotheses into
mechanized laboratories guided by artificial intelligence. But in
his illuminating epilogue, Alger envisions a third way, the Centaur
Scientist, a symbiotic relationship between human scientists and
computers.
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