{"api":{"name":"api.sb","description":"Business-as-Code surface for Startups.Studio","home":"https://api.sb","docs":"https://api.sb/docs","version":"1.0.0"},"$context":"https://api.sb/$context","$type":"WorkContextCell","$id":"https://api.sb/cells/work-contexts.org.ai/w5-statisticians-data-analysis","links":{"self":"https://api.sb/v1/cells/work-contexts.org.ai/w5-statisticians-data-analysis","canonical":"https://api.sb/cells/work-contexts.org.ai/w5-statisticians-data-analysis","pool":"https://api.sb/v1/cells"},"workContextCell":{"$schema_version":"ONTOLOGY.md §3 L1 (commit ONTOLOGY.md@HEAD, hydrated 2026-05-03)","type":"WorkContextCell","id":"work-contexts.org.ai/w5-statisticians-data-analysis","title":"Statisticians — Data Analysis and Statistical Modeling","maturity":"cell-accepted","gateStatus":{"sourceProvenance":"pass","relationshipCompleteness":"pass","cellAcceptance":"pass","enrichmentReadiness":"pass","privateHandoff":"pending"},"stableHash":"wcc:w5:statisticians:data-analysis:v1","identityComposition":{"rule":"ONTOLOGY.md §4 Actor + Work + NormativeDocument (W5 BLS×AuthorityBoundary anchor)","components":["actor = occupations.org.ai/w5-statisticians","work = processes.org.ai/w5-statisticians-data-analysis","normativeDocument = authority-boundaries.org.ai/unregulated"],"specificityAxesUsed":3,"specificityBudget":"ONTOLOGY.md §6.4: 2-4 meaningful axes; W5 uses 3 (Actor + Work + NormativeDocument). AuthorityBoundary anchor is load-bearing axis."},"actor":{"ref":"occupations.org.ai/w5-statisticians","type":"Occupation","label":"Statisticians","onetSocCode":"15-2041.00"},"work":{"ref":"processes.org.ai/w5-statisticians-data-analysis","type":"Process","label":"Statisticians — Data Analysis and Statistical Modeling","decomposesTo":["processsteps.org.ai/w5-statisticians-data-analysis-step-1","processsteps.org.ai/w5-statisticians-data-analysis-step-2","processsteps.org.ai/w5-statisticians-data-analysis-step-3"],"note":"W5 BLS occupation × AuthorityBoundary anchor; NormativeDocument is load-bearing."},"minimumContext":[{"entity":{"ref":"industries.org.ai/research","type":"Industry"},"role":"IndustryContext","kind":"present","reasonThisChangesWork":"The Research sector sets the regulatory environment and operational norms governing Statisticians work in Data Analysis and Statistical Modeling contexts.","rationale":"Sector context is a first-class constraint anchoring BLS occupation to a specific industry work surface."},{"entity":{"ref":null,"type":"NormativeDocument","format":"AuthorityBoundary"},"role":"RegulatoryProfile","kind":"agnostic","reasonThisChangesWork":"No specific federal or state regulatory authority boundary applies to Statisticians performing Data Analysis and Statistical Modeling at cell scope; jurisdiction-specific rules attach at Stage-2+ problem scoping.","rationale":"Load-bearing absence — no profession-level regulatory gate applies at this specificity level."},{"entity":{"ref":null,"type":"Tool"},"role":"ToolUsed","kind":"agnostic","reasonThisChangesWork":"Tool is intentionally agnostic — work surface defined by BLS occupation + archetype, not a specific software tool.","rationale":"Load-bearing absence; pinning a tool over-narrows the cell."},{"entity":{"ref":null,"type":"Location"},"role":"LocationJurisdiction","kind":"agnostic","reasonThisChangesWork":"Work is location-portable at cell scope; jurisdiction-specific rules attach at Stage-2+ problem scoping.","rationale":"Load-bearing absence."}],"derivedFrom":[{"ref":"occupations.org.ai/w5-statisticians","type":"Occupation"},{"ref":"bls.gov/oes/15-2041.00","type":"BLS-OES-Occupation"},{"ref":"authority-boundaries.org.ai/unregulated","type":"AuthorityBoundary"}],"distinctivenessReason":"Statisticians performing 'Data Analysis and Statistical Modeling' in the Research sector face work complexity shaped by the No specific regulatory authority boundary applies; the combination of BLS occupation code 15-2041.00, 'pure-info' bridge kind, and 'data-analysis' archetype creates a distinct work surface not present in prior waves (W1-W4) which lacked physical/voice/video cells grounded in NormativeDocument anchors.","publishability":{"canExplainDistinctContext":true,"hasMeaningfulDiagram":true,"hasAdjacentCells":true,"privateFieldsExcluded":true},"publicLensArtifacts":[{"subject":"self","lens":"WorkContextMap","title":"Statisticians Data Analysis and Statistical Modeling: actor-work-normativeDocument graph","intent":"Show Actor + Work + NormativeDocument + adjacent cells. Mermaid first-class.","narrativeStub":"stage-2-or-later","structuredStub":"stage-2-or-later","privacyClass":"PublicNeutral"}],"privateExcluded":["painIntensity","urgency","willingnessToPay","buyerEconomics","vendorDisplacement","startupHypothesis","solutionConcept","offerPricing","experimentResult","demandSignals_proprietary"],"adjacentCells":[{"ref":"work-contexts.org.ai/w5-statisticians-model-tuning","relation":"sibling","delta":"Same occupation (Statisticians), different work archetype within pure-info bridge.","justification":"Same actor with a distinct work-process variant creates a sibling relationship within the same bridge kind."},{"ref":"work-contexts.org.ai/w5-statisticians-broader-context","relation":"broader","delta":"Broader Statisticians work context encompassing all pure-info archetypes.","justification":"Parent-level occupation cell provides broader context for this specific work archetype."},{"ref":"work-contexts.org.ai/w4-alt-statisticians-data-analysis","relation":"sibling","delta":"Cross-wave sibling grounded in industry-specific context rather than BLS occupation anchor.","justification":"W4 industry-keyed variant provides cross-wave triangulation for the same work surface."}],"gdpvalGrounding":{"occupation":"Statisticians","occupationOnetSocCode":"15-2041.00","sector":"Research","bridgeKind":"pure-info","expertWinTieBand":"~75-90% AI win+tie vs. expert humans (GDPval pure-info bridgeKind)","groundingTaskIds":{"canonicalWorkedExample":"a86404b8-26bd-4c55-855e-580b78f05655","canonicalWorkedExampleNote":"synthetic-anchor — BLS × AuthorityBoundary W5 wave; real evaluator dataset follow-up pending"}},"complexityDrivers":[{"kind":"exception","label":"data quality variance across upstream systems requires pre-processing triage"},{"kind":"ambiguity","label":"model hyperparameter sensitivity demands iterative experimental cadence"},{"kind":"multi-party","label":"findings communication requires translating statistical uncertainty for non-expert stakeholders"}],"provenance":{"generatedAsOf":"2026-05-03","schemaVersion":"cascade-contracts/cells/work-context-cell@1.0.0","worldModelVersion":"w5","sources":[{"kind":"bls-oes","path":"bls.gov/oes/15-2041.00"},{"kind":"authority-boundary-catalog","path":"packages/catalog/src/authority-boundaries/index.ts"}]},"digitalSpectrum":0.9},"actions":{},"options":{},"relationships":{"foundingHypotheses":"https://api.sb/v1/founding-hypotheses?cellId=work-contexts.org.ai%2Fw5-statisticians-data-analysis","theses":"https://api.sb/v1/theses","adjacentCells":"https://api.sb/v1/cells?adjacentTo=work-contexts.org.ai%2Fw5-statisticians-data-analysis","gdpvalTask":"https://huggingface.co/datasets/openai/gdpval/viewer?row=a86404b8-26bd-4c55-855e-580b78f05655","eligibleByTheses":{"t-hsa":"https://api.sb/v1/theses/t-hsa","t-ais":"https://api.sb/v1/theses/t-ais","t-low":"https://api.sb/v1/theses/t-low","t-prem":"https://api.sb/v1/theses/t-prem","t-bu":"https://api.sb/v1/theses/t-bu","t-td":"https://api.sb/v1/theses/t-td","t-dev-infra":"https://api.sb/v1/theses/t-dev-infra"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/cells/work-contexts.org.ai/w5-statisticians-data-analysis/references?limit=25"},"items":[]},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a05756b0ba4924d3","edgeLocation":"a05756b0ba4924d3","geo":{"country":"US"},"ua":{"browser":"Claude"}}}