# Derived intelligence model registry Canonical: https://veilpoint.ca/about/models Retrieved: 2026-08-06T00:31:51.443Z Cite: VeilPoint Opportunity Exchange, "Derived intelligence model registry", https://veilpoint.ca/about/models, retrieved 2026-08-06. Registry schema 1.0. Registration documents a model; it does not convert a derived output into an official measurement. Machine contract: `/api/v1/models`; bulk snapshot: `/data/models.json`. ## Saskatchewan community GDP allocation | Field | Value | | --- | --- | | Model ID | community-gdp | | Version | 2.1.0 | | Certification | registered | | Output kind | derived-estimate | | Geography | Saskatchewan census subdivisions and economic regions | | Owner | GDP model owner | | Back-test status | pending | **Formula.** Allocate the observable share of each official provincial industry benchmark by a declared activity-weight family; blend production- and income-side community measures where both exist; retain all unobservable value as an explicit provincial residual. **Material inputs** - 36-10-0711-01 (`statcan-gdp-36100711`) — Official provincial GDP benchmark by industry - 33-10-1097-01 (`statcan-business-counts-33101097`) — Employer-business activity weights - 98-10-0002-01 (`statcan-census-population-dwellings-98100002`) — Population and occupied-dwelling weights - 98-10-0057-01 (`statcan-census-income-98100057`) — Resident household-income weights **Assumptions and sensitivity limits** - Assumption: Income-side weight is fixed at the calculation-version value. - Assumption: Extraction allocates only its declared labour-income share until facility weights are certified. - Assumption: Agriculture allocates only its employer-farm share until land and farm-production weights are certified. - Limit: Published low/high ranges bound the income-side and production-side measures. - Limit: Provincial residuals are never redistributed merely to complete community coverage. **Prohibited interpretations** - Not an official Statistics Canada community or regional GDP measurement. - Not a current business valuation, municipal tax base or forecast. - Suppressed estimates must not be reconstructed from internal allocations. **Validation.** No official community GDP series exists for direct back-testing; future municipal accounts and audited local controls may support partial validation. ## Labour-demand GDP composition sensitivity | Field | Value | | --- | --- | | Model ID | labour-demand-gdp-sensitivity | | Version | labour-demand-gdp-v1 | | Certification | registered | | Output kind | sensitivity-scenario | | Geography | Saskatchewan province and NAICS sectors | | Owner | GDP model owner | | Back-test status | not-applicable | **Formula.** Normalize sector openings by midpoint employment, apply the versioned elasticity within the factor cap, tilt sector composition, and reconcile the result back to the unchanged official provincial GDP total. **Material inputs** - 36-10-0711-01 (`statcan-gdp-36100711`) — Official fixed provincial GDP total and sector baseline - 33-10-1097-01 (`statcan-business-counts-33101097`) — Sector employment denominator - ea639e28-c0fc-48bf-b5dd-b8899bd43072 (`job-bank-open-demand`) — Measured advertised-opening distribution - saskjobs-homepage-detail-index (`saskjobs-public-search-index`) — Observed Saskatchewan opening control totals **Assumptions and sensitivity limits** - Assumption: Default elasticity is 0.05. - Assumption: Default sector factor movement is capped at ±10%. - Assumption: Unmatched or missing opening evidence applies a neutral factor rather than zero demand. - Limit: Elasticity must remain between 0 and 1. - Limit: Factor cap must remain between 0 and 0.5. - Limit: The official provincial GDP total is invariant. **Prohibited interpretations** - Advertised openings are not counted as GDP dollars. - The scenario is not a GDP forecast or causal impact estimate. - Sector tilts do not establish hiring, investment or productivity. **Validation.** This is a bounded sensitivity analysis, not a predictive model. ## Saskatchewan household discretionary-income scenario | Field | Value | | --- | --- | | Model ID | discretionary-income | | Version | sk-discretionary-income-v1 | | Certification | registered | | Output kind | derived-estimate | | Geography | Saskatchewan communities mapped to published rent and MBM regions | | Owner | Affordability model owner | | Back-test status | partial | **Formula.** Estimate annual statutory deductions with tax model ca-sk-2025-v2, convert scenario earnings to monthly net income, and subtract separately evidenced rent plus household-sized MBM transportation and non-shelter components. **Material inputs** - 14-10-0417-01 (`statcan-wages-14100417`) — Published occupational wage evidence - 34-10-0133-01 (`statcan-rents-34100133`) — Published surveyed rent evidence - 11-10-0066-01 (`statcan-mbm-11100066`) — Market Basket Measure components - 11-10-0104-01 (`statcan-mbm-11100104`) — Household-size Market Basket Measure totals **Assumptions and sensitivity limits** - Assumption: Hours, earners, bedrooms and vehicle requirement are explicit caller-supplied scenario inputs. - Assumption: Survey rent is kept separate from MBM shelter to prevent double counting. - Assumption: Unknown components remain unavailable rather than zero. - Limit: The result changes only through explicit household inputs or versioned source/model updates. - Limit: No current listing price, seat, commute or utility value is inferred where evidence is absent. **Prohibited interpretations** - Not tax, financial or relocation advice. - Not a promise that a wage, rental unit or job is available. - A positive remainder is not proof that a household can afford a community. **Validation.** Tax, CPP and EI parameters are checked against official rates; household outcome back-testing requires consented longitudinal outcomes. ## Aggregate labour-pressure indicators | Field | Value | | --- | --- | | Model ID | labour-pressure | | Version | labour-pressure-v1 | | Certification | registered | | Output kind | aggregate-indicator | | Geography | Saskatchewan province and governed sector/credential cohorts | | Owner | Labour intelligence model owner | | Back-test status | pending | **Formula.** Compute posting-to-holder or posting-to-candidate ratios only where the governed denominator exists and the cohort meets the suppression floor. **Material inputs** - ea639e28-c0fc-48bf-b5dd-b8899bd43072 (`job-bank-open-demand`) — Provider-qualified posting and demand evidence **Assumptions and sensitivity limits** - Assumption: Cohorts below the configured k-floor are suppressed. - Assumption: A missing denominator yields null, never infinity or a labour-shortage claim. - Assumption: Credential names join only after provider normalization. - Limit: Ratios are descriptive within the disclosed provider corpus. - Limit: Suppression and null-denominator rules cannot be disabled by a client query. **Prohibited interpretations** - Not proof of a labour shortage, vacancy rate or available worker count. - Not suitable for individual ranking or adverse decisions. - Preview postings must not be described as current employer demand. **Validation.** Comparison against later vacancy and employment outcomes is not yet implemented.