NGSS Nature of Science Thread:
Scientific Knowledge Is Open to Revision in Light of New Evidence

Scientific explanations can be probabilistic.

Related Science and Engineering Practices

Practice 5: Using Mathematics and Computational Thinking

  • Create and/or revise a computational model or simulation of a phenomenon, designed device, process, or system.

  • Use mathematical, computational, and/or algorithmic representations of phenomena or design solutions to describe and/or support claims and/or explanations.

  • Apply techniques of algebra and functions to represent and solve scientific and engineering problems.

  • Use simple limit cases to test mathematical expressions, computer programs, algorithms, or simulations of a process or system to see if a model “makes sense” by comparing the outcomes with what is known about the real world.

  • Apply ratios, rates, percentages, and unit conversions in the context of complicated measurement problems involving quantities with derived or compound units (such as mg/mL, kg/m3, acre-feet, etc.).

Practice 6: Constructing Explanations and Designing Solutions

  • Make a quantitative and/or qualitative claim regarding the relationship between dependent and independent variables.

  • Construct and revise an explanation based on valid and reliable evidence obtained from a variety of sources (including students’ own investigations, models, theories, simulations, peer review) and the assumption that theories and laws that describe the natural world operate today as they did in the past and will continue to do so in the future.

  • Apply scientific ideas, principles, and/or evidence to provide an explanation of phenomena and solve design problems, taking into account possible unanticipated effects.

  • Apply scientific reasoning, theory, and/or models to link evidence to the claims to assess the extent to which the reasoning and data support the explanation or conclusion.

  • Design, evaluate, and/or refine a solution to a complex real-world problem, based on scientific knowledge, student-generated sources of evidence, prioritized.

Related Crosscutting Concepts

None for this standard.

Performance Expectations and Disciplinary Core Ideas by Subject

Biology

Performance Standards

  • HS-LS2 – ECOSYSTEMS: INTERACTIONS, ENERGY, AND DYNAMICS

    • HS-LS2-1: Use mathematical and/or computational representations to support explanations of factors that affect carrying capacity of ecosystems at different scales.

    • HS-LS2-2: Use mathematical representations to support and revise explanations based on evidence about factors affecting biodiversity and populations in ecosystems of different scales.

  • HS-LS3 – HEREDITY: INHERITANCE AND VARIATION OF TRAITS

    • HS-LS3-1: Ask questions to clarify relationships about the role of DNA and chromosomes in coding the instructions for characteristic traits passed from parents to offspring.

    • HS-LS3-2: Make and defend a claim based on evidence that inheritable genetic variations may result from: (1) new genetic combinations through meiosis, (2) viable errors occurring during replication, and/or (3) mutations caused by environmental factors.

    • HS-LS3-3: Apply concepts of statistics and probability to explain the variation and distribution of expressed traits in a population.

  • HS-LS4 – BIOLOGICAL EVOLUTION: UNITY AND DIVERSITY

    • HS-LS4-3: Apply concepts of statistics and probability to support explanations that organisms with an advantageous heritable trait tend to increase in proportion to organisms lacking this trait.

    • HS-LS4-5: Evaluate the evidence supporting claims that changes in environmental conditions may result in: (1) increases in the number of individuals of some species, (2) the emergence of new species over time, and (3) the extinction of other species.

Disciplinary Core Ideas

  • LS2: ECOSYSTEMS: INTERACTIONS, ENERGY, AND DYNAMICS

    • LS2.B: Cycles of Matter and Energy Transfer in Ecosystems

      • Photosynthesis and cellular respiration (including anaerobic processes) provide most of the energy for life processes.

      • Plants or algae form the lowest level of the food web. At each link upward in a food web, only a small fraction of the matter consumed at the lower level is transferred upward, to produce growth and release energy in cellular respiration at the higher level. Given this inefficiency, there are generally fewer organisms at higher levels of a food web. Some matter reacts to release energy for life functions, some matter is stored in newly made structures, and much is discarded. The chemical elements that make up the molecules of organisms pass through food webs and into and out of the atmosphere and soil, and they are combined and recombined in different ways. At each link in an ecosystem, matter and energy are conserved.

      • Photosynthesis and cellular respiration are important components of the carbon cycle, in which carbon is exchanged among the biosphere, atmosphere, oceans, and geosphere through chemical, physical, geological, and biological processes.

  • LS3: HEREDITY: INHERITANCE AND VARIATION OF TRAITS

    • LS3.B: Variation of Traits

      • In sexual reproduction, chromosomes can sometimes swap sections during the process of meiosis (cell division), thereby creating new genetic combinations and thus more genetic variation. Although DNA replication is tightly regulated and remarkably accurate, errors do occur and result in mutations, which are also a source of genetic variation. Environmental factors can also cause mutations in genes, and viable mutations are inherited.

      • Environmental factors also affect expression of traits, and hence affect the probability of occurrences of traits in a population. Thus the variation and distribution of traits observed depends on both genetic and environmental factors.

Chemistry

Performance Standards

  • HS-PS4 – WAVES AND THEIR APPLICATIONS IN TECHNOLOGIES FOR INFORMATION TRANSFER

    • HS-PS4-3: Evaluate the claims, evidence, and reasoning behind the idea that electromagnetic radiation can be described either by a wave model or a particle model, and that for some situations one model is more useful than the other.

Disciplinary Core Ideas

  • None for Chemistry

Physics

Performance Standards

  • None for Physics

Disciplinary Core Ideas

  • None for Physics