{"uid":"cap_545dtSsDIHeXbJjv_fqxl","slug":"publication-proofing-string-normalisation-secondary-measure-weighted-26bf8ab8","name":"Publication Proofing — String Normalisation + Secondary-Measure Weighted Mean","description":"Publication proofing — String normalisation + Secondary-measure weighted mean: String normalisation + Secondary-measure weighted mean for supplied publication proofing records (checked_pages, flagged_pages). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-writing-18-034?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","checked_pages","flagged_pages"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"checked_pages":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_pages":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","checked_pages":10,"flagged_pages":1,"document_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","checked_pages":20,"flagged_pages":2,"document_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","checked_pages":15,"flagged_pages":3,"document_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","checked_pages":30,"flagged_pages":4,"document_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["checked_pages","flagged_pages"],"type":"string","default":"checked_pages"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_zvyMDfGXbopie5Uu3Q9lH","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs string normalisation and a secondary-measure weighted mean analysis on up to 200 publication proofing rows containing checked_pages and flagged_pages fields, returning two analytical reports per call.","exampleAgentPrompt":"I have up to 200 publication proofing records with checked_pages and flagged_pages fields and I want two reports: one that normalises the document_group strings and one that gives a secondary-measure weighted mean for flagged_pages — can you run that analysis on my dataset?","exampleUseCases":[{"title":"Proofing quality review across document groups","prompt":"I have 150 publication proofing records for October, each with a document_group, a date, checked_pages, and flagged_pages. Can you normalise the group name strings and give me a weighted mean of flagged_pages as a secondary measure so I can see which groups are generating the most errors?"},{"title":"Weekly editorial QA summary","prompt":"We ran proofing on 80 documents this week — I've got rows with row_id, date, document_group, checked_pages, and flagged_pages. Please normalise the string fields and compute the secondary-measure weighted mean for checked_pages so my editorial team can review the summary."},{"title":"Comparing proofing error rates between two publication batches","prompt":"I need to compare two batches of proofing records — group-a and group-b — each with checked_pages and flagged_pages across about 40 rows each. Run string normalisation and a secondary-measure weighted mean on flagged_pages so I can see how the error rate differs between batches."}],"resultDescription":"Two analytical reports per call: (1) normalised string values for the document_group and related string fields, and (2) a secondary-measure weighted mean computed over the selected numeric field (checked_pages or flagged_pages) across up to 200 supplied rows. All computation is performed locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems constraint","Missing required fields (row_id, document_group, date, checked_pages, or flagged_pages) — validation error returned","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Numeric field values outside allowed range — schema validation error","Invalid field selector value (not 'checked_pages' or 'flagged_pages') — enum validation failure","Empty rows array — minItems constraint violation"],"whenToPreferThis":"Choose this endpoint when you have tabular publication proofing data with checked_pages and flagged_pages metrics and need both string normalisation and a secondary-measure weighted mean in a single low-cost call. It is best suited for offline analytical batch work on up to 200 rows where no live external data, predictions, or professional editorial assessment is required. At $0.01 USDC for two reports it is cost-efficient for routine editorial QA pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:09:59.645Z","isFirstParty":false,"canonicalSlug":"publication-proofing-string-normalisation-secondary-measure-weighted-26bf8ab8"}