Despite an enormous philosophical literature on models in science, surprisingly little has been written about data models and how they are constructed. In this paper, I examine the case of how paleodiversity data models are constructed from the fossil data. In particular, I show how paleontologists are using various model-based techniques to correct the data. Drawing on this research, I argue for the following related theses: first, the ‘purity’ of a data model is not a measure of its epistemic reliability. Instead it is the fidelity of the data that matters. Second, the fidelity of a data model in capturing the signal of interest is a matter of degree. Third, the fidelity of a data model can be improved ‘vicariously’, such as through the use of post hoc model-based correction techniques. And, fourth, data models, like theoretical models, should be assessed as adequate (or inadequate) for particular purposes.
Preexposure to an unreinforced stimulus facilitates learning (perceptual learning) under some conditions, but it can have the opposite effect (latent inhibition) under other conditions. Researchers have suggested that perceptual learning depends on a change of context, whereas latent inhibition is usually context specific. The associative theory explains both phenomena within a single framework. The authors report 4 experiments that show that perceptual learning does not depend on a context change. The experiments suggest that latent inhibition, unlike perceptual learning, depends on passive exposure. Thus the results do not support the associative theory. They are more consistent with Gibson's stimulus-differentiation theory. 相似文献
Animal Cognition - Cues such as the human pointing gesture, gaze or proximity to an object are widely used in behavioural studies to evaluate animals’ abilities to follow human-given cues.... 相似文献
Letters in words are identified more easily than are letters in nonwords or letters alone. These effects may depend on separate representations of general lexical attributes and of specific contexts, or on memory for particular experiences. We required subjects to associate meanings with some pseudowords and to perform a physical analysis on others. After 24 h, subjects identified pseudowords associated with meanings more accurately than novel or physically analyzed pseudowords. However, perceptual accuracy was independent of recall of meanings, suggesting that meaning was not available as a context-free resource. Instead, perceptual accuracy was correlated with the interdependence of stimulus components in perception, suggesting that encountering pseudowords for different purposes had caused different perceptual organizations, which exercised lasting influence. We concluded that the perceptual advantage of words may be incidental to the purposes for which words are ordinarily processed, and may depend on preservation of particular perceptual experiences. 相似文献
Fifty-five preschool children were administered a number of tests purported to measure impulsivity: Delay of Gratification, Walk-the-Line-Slowly, Matching Familiar Figures Test, Schenectady Kindergarten Rating Scales, a teacher rating scale, and the Porteus Maze Test. Analyses indicated that impulsivity is multi-dimensional, with age-, sex-, IQ-, and teacher-related types. The results suggested that multiple indices are essential to the measurement and study of impulsivity. An interaction between sex and age of child was also revealed with respect to type and rate of activity. While 3- and 4-year-old girls differ radically from boys in type and rate of motor activity (fine muscle vs. gross muscle), 5-year-olds were virtually identical. 相似文献
The number of globally displaced refugees has increased by record-high numbers. Refugees are forced out of their home countries and many are resettled in the United States. As the number of refugees entering the US continues to increase, there is a need to ensure that mental health counselors understand the unique needs of this population and provide culturally appropriate counseling services. The aim of this article is to present experiential activities that counselor educators can use in counselor preparation programs to better prepare counselors-in-training to work with refugees. 相似文献