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Experimental Design for Virtual Instruction

A Google Sheet to use for conducting the Experimental Design activity in a remote learning classroom.c

Why Model?

A paper describing the author's reasons why modeling is essential to science.

Scavenger Hunt for Teachers

This scavenger hunt asks teachers to locate various Project GUTS resources. A fun tool to increase familiarity with Project GUTS and what's available.

Understanding by Design

Understanding by Design (UbD) curriculum offers a 3-stage “backward design” framework for developing units of study. The same process guides larger-scale curriculum development for courses and
programs (macro level). The UbD curriculum structure for building a coherent curriculum spirals around “big ideas,” essential questions, and core assessments.

BCSC 5e Instructional Model

BSCS (Biological Sciences Curriculum Study) paper explaining the 5e instructional model. The model describes a teaching sequence that can be used for entire programs, specific units, and individual lessons. The BSCS 5E Instructional Model plays a significant role in the curriculum development process as well as the enactment of curricular materials in science classrooms.

Traffic Unit for StarLogo Nova

This unit engages students in the use of agent-based modeling to look into why we have traffic jams and test ideas to try to improve traffic flow, and demonstrates the use of simulation to solve difficult engineering problems. Specifically we focus on the problem of traffic bottleneck congestion. A secondary goal is to further students’ understanding of the network concept as a way to model real world flows of data and matter.

Littering Unit

Littering is a type of non-point source pollution caused
 by humans acting independently from each other, however causing a global environmental problem. Controlling this source of pollution is hard to manage despite numerous interventions. Pollution of groundwater, rivers, oceans result from these everyday littering behavior whether intentional or accidental. In this unit we will model a simple form of littering and then ways to reduce it in our community.

Emergency Egress

Emergency Egress is the study of people exiting a building or other social gathering space in an emergency situation. This unit explores models and other ways to analyze the safety of a building and to evaluate which elements may affect how quickly and safely a space may be evacuated. It also discusses the issues of modeling humans in emergency situations.

Shared Resources - Economics

As the human population grows, it has become increasingly important to understand how humans are impacting the environment and how resources are managed and used. Often, this type of understanding falls under the topic of Sustainability in which the needs of the present population are met without compromising the needs of future generations. In this unit, we look at a variety of resources, through the lens of complex adaptive systems, especially studying feedback and interdependence.

Guía de observación de un modelo basado en agentes

Se trata de una guía para poder observar un modelo basado en agentes y reconocer sus diferentes partes, como por ejemplo las abstracciones (quiénes son los agentes, cuál es el entorno, cuáles son las interacciones); la automatización; los supuestos y el análisis.

Neural Network Game

This is a presentation / activity presented at AAAI/AI4k12 2019 on teaching about neural networks through a participatory simulation.

Scientific Practices and Computational Thinking in Modeling & Simulation

This document is a handout used to reflect on the scientific practices and computational thinking involved in a Project GUTS module or lesson.

Emergence video

A portion of a PBS NOVA video discussing the concept of emergence (or complex adaptive systems) where patterns emerge in nature where agents follow simple rules.

Scientific Practices Form

A printable copy of the Scientific Practices Form used throughout CS in Science Modules.

Project Design Form

A printable copy of the Project Design Form, used in Project GUTS CS in Science Modules.

Experimental Design Form

A printable copy of the experimental design form, used in Project GUTS CS in Science Modules, for students to plan an experiment, including identifying variables, planning data collection and analysis, and interpretation.

NGSS Standards

Document highlighting the conceptual shifts in the Next Generation Science Standards

Developing and Using Models - NGSS Science and Engineering Practices

A K-12 progression of the NGSS Science and Engineering Practice of Developing and Using Models.

Performance Expectations that make use of this Science and Engineering Practice - https://ngss.nsta.org/Practices.aspx?id=2

Investigating Fairness in Machine Learning Applications

This is a mini-AI curriculum developed for a CSTA conference workshop.

Segregation Model

This model shows how a small preference for looking like one's neighbors can lead to a segregated society. The unit so far includes the model as a mystery model to be discussed and decoded by students, a partial piece of code with to use for decoding practice, a finished model, some background information, and a link to an on-line resource demonstrating these concepts. We are developing an off-line activity and other curriculum for this module -- stay tuned!