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We first discuss how to build interpretable predictive models and explanations of complex black box models which can be readily understood and consequently trusted by human decision-makers.
Benchmarks: Understands the nature of scientific explanations; Knows that scientific inquiry includes evaluating results of scientific investigations, experiments, observations, theoretical and mathematical models, and explanations proposed by other scientists Science Standard 16- Understands the scientific enterprise.
Benchmarks: Understands the nature of scientific explanations; Knows that scientific inquiry includes evaluating results of scientific investigations, experiments, observations, theoretical and mathematical models, and explanations proposed by other Science Standard 16- Understands the scientific enterprise.
Introductory course work allows students to gain hands-on experience with chemical phenomena, gather data, and propose models and explanations for their observations, thus participating in the scientific process from the start.
This coverage of a massive array of topics in a short span of time has its costs in many cases physical laws that would be the center of most natural science classes today are not discussed in depth, with fewer mathematical models and explanations of why the forces exist and how they act in real world situations.
○ Evidence, models, and explanations.
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A discussion of theory building in aging includes the historical development of theories of aging, the distinction between models and explanation, and the relation between theory development and research design in aging.
▪Evidence, models, and explanation.
Unifying Concepts and Processes in Science ▪Systems, order, and organization ▪Evidence, models, and explanation ▪Form and function.
National Science Education Content Standards: Unifying Concepts and Processes in Science ▪Systems, order, and organization ▪Evidence, models, and explanation ▪Form and function.
With collateral drawings, models, analyses and explanations, the project specific POP model becomes the schematic and initial detailed design for the project.
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