Benchmark 1B
The Nature of Science: Scientific Inquiry
Grades 3-5, page 11

Scientists do not pay much attention to claims about how something they know about works unless the claims are backed up with evidence that can be confirmed and with a logical argument.
 

NSES Content Standard A 
Science as Inquiry: Abilities necessary to do scientific inquiry 
Grades K-4, page 122 
Use data to construct a reasonable explanation. This aspect of the standard emphasizes the students' thinking as they use data to formulate explanations. Even at the earliest grade levels, students should learn what constitutes evidence and judge the merits or strength of the data and information that will be used to make explanations. After students propose an explanation, they will appeal to the knowledge and evidence they obtained to support their explanations. Students should check their explanations against scientific knowledge, experiences, and observations of others. 

NSES Content Standard A 
Science as Inquiry: Understanding about scientific inquiry 
Grades K-4, page 123 
Scientists develop explanations using observations (evidence) and what they already know about the world (scientific knowledge). Good explanations are based on evidence from investigations. 

NSES Content Standard A 
Science as Inquiry: Understanding about scientific inquiry 
Grades 5-8, page 148 
Science advances through legitimate skepticism. Asking questions and querying other scientists' explanations is part of scientific inquiry. Scientists evaluate the explanations proposed by other scientists by examining evidence, comparing evidence, identifying faulty reasoning, pointing out statements that go beyond the evidence, and suggesting alternative explanations for the same observations. 

NSES Content Standard G
History and Nature of Science: Nature of science 
Grades 5-8, page 171 
It is part of scientific ionquiry to evaluate the results of scientific investigations, experiments, observations, theoretical models, and the explanations proposed by other scientists. Evaluation includes reviewing the experimental procedures, examining the evidence, identifying faulty reasoning, pointing out statements that go beyond the evidence, and suggesting alternative explanations for the same observations. Although scientists may disagree about explanations of phenomena, about interpretations of data, or about the value of rival theories, they do agree that questioning, response to criticism, and open communication are integral to the process of science. As scientifc knowledge evolves, major disagreements are eventually resolved through such interactions between scientists.