GET A HEAD START! EXPERIENCES OF RUNNING A SUMMER ONLINE CALCULUS COURSE FOR INCOMING FIRST YEAR STUDENTS
Bibliographic record
Abstract
One of the great advantages of developing online courses is that it enables the institution to reimagine how they can deliver that content to their students. In recent years, the Faculty of Applied Science and Engineering at the University of Toronto has worked to develop a set of first year calculus courses in an online format. These courses were designed specifically for engineering students to: (a) situate the material in an engineering context through multiple real-world examples and “on-site” videos, (b) place an increased emphasis on the form of the solution, and (c) incorporate a significant experience in mathematical modeling through a self-defined project.In July and August of 2014, the Calculus for Engineers I online course was offered to incoming first-year students that were to start in September 2014. The purpose of this paper is to summarize the experiences related to this unique offering from the perspectives of the students as well as the Faculty administration and course instructor.Of the 900 students that were invited to take the course, 170 initially registered for the course in early July, and of those 48 students completed the course at the end of August. Of the 44 students that passed the course, 20 (48%) decided to continue on with the online offering of Calculus for Engineers II in the fall 2014 term.Overall, students were quite positive about their online learning experience and were glad to have the opportunity to complete a credit before their official start. This allowed them to either take an elective in their first year or have a lighter workload in one of the terms.In their course survey comments, they noted that they appreciated the opportunity to learn and review the material at their own pace, the way in which the instructor connected the mathematics to an engineering context, and having an early introduction to the university learning environment.Delivering an online university-level calculus course to incoming first-year students is an exciting and novel way to enhance the engineering student experience in first year. This paper provides an introductory summary of this approach from the students’, instructor’s, and administrators’ perspectives.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".