📁 Portfolio Pattern Analysis Checkpoint

Each student submits an updated notebook and portfolio section containing visual analysis notes, revised captions, seminar reflection, and impact evidence tied to people and ecosystems. The teacher reviews whether the record shows traceable reasoning, corroboration, and honest treatment of limitations. Students who meet the benchmark move forward with confidence; others receive targeted revision tasks for the next class opening.