{"uid":"cap_aMaw7lK-ContM5-q6XD3g","slug":"citation-inventories-record-quality-audit-string-normalisation-two-6c7d6427","name":"Citation Inventories — Record Quality Audit + String Normalisation + Two-Measure Correlation","description":"Citation inventories — Record quality audit + String normalisation + Two-measure correlation: Record quality audit + String normalisation + Two-measure correlation for supplied citation inventories records (reference_count, verified_references). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-writing-06-204?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","reference_count","verified_references"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"reference_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_references":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","reference_count":10,"verified_references":1},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","reference_count":20,"verified_references":2},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","reference_count":15,"verified_references":3},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","reference_count":30,"verified_references":4}],"maxItems":200,"minItems":1}}},"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_N5IHL5hzP2hYNWyUL56Yk","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 three analytical reports (record quality audit, string normalisation, and two-measure correlation) on up to 200 citation inventory rows containing reference_count and verified_references fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and two-measure correlation on my citation inventory data? I have rows with fields like row_id, document_group, date, reference_count, and verified_references — here are up to 200 rows I want analysed.","exampleUseCases":[{"title":"Academic citation dataset quality check","prompt":"I have a spreadsheet of citation records with reference_count and verified_references for several document groups across different dates. Can you audit them for data quality issues, normalise the string fields, and tell me how correlated reference_count and verified_references are?"},{"title":"Publisher reference verification audit","prompt":"We've collected citation inventory data for about 150 journal articles across two groups, and I need three reports: a quality audit on the records, a string normalisation pass, and a correlation analysis between total references and verified ones. Can you run all three?"},{"title":"Research integrity cross-check","prompt":"I want to check whether our verified_references counts are meaningfully correlated with total reference_count across our document groups, and also flag any quality issues or malformed string fields in the citation inventory rows I'm providing."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging completeness, consistency, and validity issues in the citation rows; (2) a string normalisation report cleaning and standardising text fields like document_group; and (3) a two-measure correlation report quantifying the statistical relationship between reference_count and verified_references across the supplied rows. No external lookups or live data fetching are performed.","failureModes":["More than 200 rows submitted — request exceeds the maximum batch size","Missing required fields (row_id, document_group, date, reference_count, or verified_references) causes row rejection","Malformed date strings not matching YYYY-MM-DD pattern may cause parsing errors","Null or extreme numeric values outside expected range may affect correlation computation","Payment of 0.01 USDC not included or declined blocks execution"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — quality audit, string normalisation, and correlation — on citation inventory data in a single cost-effective call. Prefer it over separate single-operation endpoints when you have up to 200 citation rows and want all three reports at once without external data lookups or live verification.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T04:29:23.261Z","isFirstParty":false,"canonicalSlug":"citation-inventories-record-quality-audit-string-normalisation-two-6c7d6427"}