Alex Chen

ID: Pending

Statistics and Data Science Education | Scatterplot Regression Defense | R 4.3 | Due Apr 22

AI Assisted Flag for Oral Defense

check_circleMark as Reviewed

code scatterplot_regression_defense.R

SUBMITTED: 2H AGO

biotechHotspot Identification

Hotspot Focus

Hotspot focus appears here.

Student Response

Saved hotspot response appears here.

account_treeLogic Trace

Scenario Input

Trace scenario appears here.

Student Trace Reasoning

Saved trace reasoning appears here.

query_statsMutation Reasoning

Saved mutation reasoning appears here.

buildRepair Reasoning

Saved repair reasoning appears here.

verifiedAI Verification

Verification note appears here.

monitoringData & Statistical Reasoning

Data reasoning appears here when the assignment requires it.

Checkpoint Rubric

Why this review recommendation was generated

Shared with student report

Rubric evidence summary appears here.

Mini Viva

Targeted follow-up prompts

Stored with the review record

Viva prompt 1 appears here.

Viva prompt 2 appears here.

Viva prompt 3 appears here.

Instructor Summary

Understanding Consistency

LOW

The student submitted a plausible regression workflow but struggled to explain model setup, trace data transformations, or repair the broken mapping. This pattern suggests the final code may be ahead of the learner's statistical understanding.

warningFlag for Oral Defense

Verification required to determine if the logic was synthesized by the student or external tools.

Rubric Summary

Strongest Signal

Strongest checkpoint summary appears here.

Main Gap

Main gap summary appears here.

Recommended Follow-Up

Recommended follow-up appears here.

Submission Metadata

Consistency Score45%

Response Coverage2 / 8

ProvenanceAI Assisted

Process Portfolio