What this category's data looks like
This page addresses the scenario of the three-review three-proofread process and editorial quality in journals. The materials come from three types: review forms, proofs, and proofreading records. Review forms contain first review, second review, and final review fields and signatures; proofs contain version numbers, proof rounds, dates, and receipts; proofreading records contain page numbers, error types, and revision status. Materials are aggregated weekly and updated on a rolling basis as proof rounds progress. When entering the tool calling node, the review forms provide the basis for review rounds and signatures, the proofs provide the version and proof round cross-reference, and the proofreading records provide item-by-item errors and revision receipts. The field characteristics are that dates, signatures, version numbers, and quantities coexist, and the same record often appears repeatedly across multiple materials. The update cadence is weekly, and a total reconciliation must be completed before weekly or monthly reports.
Configuration and implementation checks
This step is executed by the tool calling node in the workflow (the model decides whether to call, and the node executes), outputting the tool call result (the inputs and returns in the call record). The "progress table and statistical scope description" is then completed by a subsequent AI node or manual reconciliation.
| Object | Check | Verification action |
|---|---|---|
| Review forms | Whether the review rounds, dates, and signatures correspond item by item with the proofreading records | Extract the first review, second review, and final review records for the same manuscript, check the signatures and dates, and confirm there are no missing signatures or missing receipts |
| Proofs | Whether the version numbers and proof rounds are synchronized with the review forms and proofreading records | Check the version numbers, proof rounds, and dates version by version, and confirm that the names, quantities, and dates are consistent across the three materials |
| Proofreading records | Whether the page numbers, error types, and revision status correspond with the proofs | Aggregate the proofreading records weekly, check the totals and exceptions, and confirm that the scope is written in the header |
| Tool calling node | Whether the tool introduction, parameter introduction, and whether it is required correspond with the material fields | Open the introduction field and parameter configuration, run a test with a question missing a required parameter, and check toolChoice, functionCall, and the connection status |
Three common errors
- Symptom: The name, quantity, and date of the same record do not match between the review forms and the proofreading records. Cause: The two materials are maintained separately and are not aggregated by the same manuscript number, resulting in discrepancies during totaling.
- Symptom: The proof version is not synchronized, and the old proof round is still counted in the statistics. Cause: The version number is not updated with the proof round, and no version comparison is performed when the materials enter the tool calling node.
- Symptom: The review forms lack signatures or receipts, but the statistics are still counted as reviewed. Cause: The whether-required field does not correspond with the actual material fields, and the model does not ask follow-up questions but directly calls according to the introduction.
How to verify the setup
Acceptance of this feature: Run a test with a question missing a required parameter, check the inputs and returns in the call record, and confirm whether it asks follow-up questions or calls according to the introduction; at the same time, check toolChoice, functionCall, and the connection status.
Business test: Use one week of records to check the totals and see whether the scope and exceptions are clearly written.
- Open the introduction field and parameter configuration of each tool node one by one, check the two items of parameter introduction and whether required, and confirm they correspond with the fields of the review forms, proofs, and proofreading records.
- On the canvas, check the diamond interface connections and node status, confirm that the tool calling node is connected to the target tool, and then aggregate the materials weekly to perform a total reconciliation.