Explanation¶

Understanding-oriented background: how the pieces fit together and why they're built this way. For exact fields/flags/endpoints, see Reference; for step-by-step procedures, see How-to guides.

• Ecosystem — the four TRAPPER modules and how they fit together
• Classification model — the FINAL/AI/USER/FEEDBACK hierarchy and approval flow
• AI pipeline architecture — Expert → AI Manager → AI Worker → Expert, end to end
• Taxonomy & GBIF — why species are keyed against the GBIF Backbone
• Frame timeseries — why the msgpack file, not the hypertable, is the source of truth
• Camtrap DP — the data exchange standard TRAPPER exports to
• Technologies & stack — what's actually running under the hood, per module