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DECODE NYC Virtual Lesson Plan - MODIFYING A MODEL: OMNIVOROUS FOXES

This remote lesson serves as an opportunity for students to modify the code of an agent-based model to reflect the complexity of real-world food webs. Students will evaluate theeffectiveness of the modifications based on their understanding of population dynamics.

Ecosystems as Complex Adaptive Systems

Background information on ecosystems for teachers' use in CS in Science, Module 3 (Ecosystems)

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.

Why Model?

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

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.

Ecosistemas como sistemas complejos

Documento que presenta las bases para abordar los ecosistemas como sistemas complejos adaptativos.

Papeles en el viento ("Papercatchers")

"Papeles en el viento" (Papercatchers) es una simulación participativa en la que los estudiantes aprenden sobre el crecimiento de la población y los límites al crecimiento. Los estudiantes desempeñan el papel de miembros de una población creciente, siguen reglas sencillas que rigen la supervivencia y la reproducción, y recopilan y grafican datos.

Modeling MRSA in Chicago (scientist talk)

This is a talk Dr. Chick Macal gave to GUTS teachers at a Chicago PD workshop in 2015.

Interview with Hal Scheintaub

Teachers with GUTS interviewed Hal Scheintaub and demo of StarLogo Nova models created by his students on August 2, 2017.

Experimental Design for Virtual Instruction

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

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.

What's Represented?

These exercises ask the learner to identify abstractions in the computer model as compared to a diagram or image of a natural phenomenon.

Preparing STEM Teachers to offer Computer Science for All (2017)

ACM SIGCSE 2017

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.

Neural Network Game

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

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.