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Review & Fix

Parsing isn't the end — every inference is yours to check, trace, and undo.

Overview · Enter Smart Review

After parsing you land in Smart Review, with four things keeping you in control:

Risk cards

AI proactively flags doubtful spots, e.g. "Is FBS 10% standard or high?"

Side-by-side

Left is the AI inference, right is the source passage

Every field editable

Experiment name / sub-experiment / step / parameter inline edits take effect instantly

Recheck before confirm

A "Review changes" dialog lists every add / delete / edit you made

Every change is recorded in history; open Sub-experiment → History to see the full change chain and undo in one click.

Edit the parse on the review page + review your changes

After parsing, the review page is now fully editable — experiment name, sub-experiments, every step (temperature / volume / reagents / code, etc.), every parameter; you can also add / delete sub-experiments, steps, and parameters. No need to create the experiment first and fix things afterward.

  • Before [Confirm Create], required fields / duplicate parameter names are caught and highlighted on the spot
  • If you changed anything, a "Review your changes" dialog lists exactly what you changed vs. the AI parse (old → new, added, removed) before it lands in the database

8 finding types

The AI self-checks and flags each one, with these code identifiers:

  • missing_param — should fill but didn't (concentration / temperature / duration)
  • provenance_low — source unreliable (inference rather than verbatim)
  • unit_mismatch — inconsistent units
  • vague_step — too vague ("some / appropriate")
  • unusual_value — outlier values (too high / too short)
  • missing_control — no control / baseline
  • contradicts_methods — contradicts Methods section
  • spec_format — field format off (should be number not text)

4 provenance levels

  • EXPLICIT — From the source: the paper states it directly
  • PARTIAL — Partly in source: the paper mentions it but lacks detail
  • INFERRED — AI inferred: filled in from context, with a citation
  • MISSING — Missing from source: not in the paper, you must fill it in

On the review page, each step shows its source tag inline whenever it isn't "From the source" (Partly in source / AI inferred / Missing from source), so you can spot what needs checking at a glance.

The top of the page summarizes how many items need a look, and "Next item to check" jumps through them one by one. Steps that came straight from the source are folded by default; expand them when you need to. Each label type gets a short one-time hint the first time it appears. "Looks fine" is only a check-off on this page to help you keep your place, and it doesn't change any data.

Click any INFERREDfield to see AI's cited paper section + "similar studies" (how others used it). You judge: accept / adjust / skip.