Technical Reference
Sustainable Catalyst Research Lab: Technical Reference and Integrations
Review the technical, data, lifecycle, validation, and integration contract for Sustainable Catalyst Research Lab.
Sustainable Catalyst Research Lab · Technical Reference
Governed scientific calculators, computation, datasets, runs, provenance, methods, experiments, calibration, queues, instruments, and publication packages.
Purpose
This reference summarizes the functional contract, record expectations, lifecycle, validation, export, compatibility, integration, privacy, and release-review requirements for Sustainable Catalyst Research Lab.
Prerequisites
- Current release notes and repository documentation
- A test environment
- A backup and rollback plan
- Access to product health or package checks
- The synthetic all-feature sample
Sample data
This article uses a fictional Resilient Community Retrofit Program. The files contain one demonstration row for every documented feature, so each capability can be tested without private or production data.
Download CSV feature examples · Download JSON workspace example
Preview
| # | Feature | Sample action | Expected result | Classification |
|---|---|---|---|---|
| 1 | Scientific Calculators | calculate a heat-transfer coefficient with units | a method-labeled result | synthetic-demo |
| 2 | Python Compute Core | run summary statistics through the supported backend | a typed compute response | synthetic-demo |
| 3 | Numerical Solvers | fit a simple energy model and inspect convergence | solver output and diagnostics | synthetic-demo |
| 4 | Visualization | plot measured versus predicted energy use | a figure tied to dataset and run IDs | synthetic-demo |
| 5 | Projects and Workspaces | create LAB-RETROFIT-001 | a persistent research workspace | synthetic-demo |
The downloadable files include all 20 feature rows.
Technical contract
Canonical identity
| Field | Value |
|---|---|
| Product slug | research-lab |
| Product name | Sustainable Catalyst Research Lab |
| Verified version | 0.36.1 |
| Content pack | 1.0.0 |
| Default article state | draft |
| Human review | required |
Functional surface
| Capability | Sample operation | Expected artifact |
|---|---|---|
| Scientific Calculators | calculate a heat-transfer coefficient with units | a method-labeled result |
| Python Compute Core | run summary statistics through the supported backend | a typed compute response |
| Numerical Solvers | fit a simple energy model and inspect convergence | solver output and diagnostics |
| Visualization | plot measured versus predicted energy use | a figure tied to dataset and run IDs |
| Projects and Workspaces | create LAB-RETROFIT-001 | a persistent research workspace |
| Dataset Registry | register monthly meter data with schema, source, license, and units | a versioned dataset record |
| Reproducible Runs | execute the baseline model twice with fixed inputs and seed | a rerunnable run record and matching fingerprint |
| Evidence and Provenance | trace a savings estimate to source files, method, and code | an end-to-end provenance graph |
| Method Review | document assumptions, diagnostics, limits, and reviewer decision | a governed method record |
| External Discovery | locate candidate weather-normalization data | discovery records awaiting review |
| Experiment Framework | define hypothesis, factors, controls, outcomes, and stopping rule | an experiment specification |
| Parameter Studies | sweep occupancy and tariff assumptions | a parameter-result table |
| Design of Experiments | create a factorial temperature-by-occupancy design | a design matrix and analysis plan |
| Calibration and Validation | calibrate a thermal model and test held-out data | fit and validation metrics |
| Distributed Compute | dispatch 500 approved scenario combinations | worker receipts and consolidated results |
| Persistent Queue | queue a long calibration run and survive restart | a durable job record |
| Workflow Orchestration | connect dataset, method, run, review, and export | a typed execution history |
| Instrumentation | register a temperature logger, channels, calibration, and custody | instrument and observation records |
| Offline Field Work | collect temperatures without connectivity and synchronize later | queued observations with conflict handling |
| Publication Packages | assemble methods, data, code, figures, results, and provenance | a portable reproduction bundle |
Core record fields
- Stable record or artifact ID
- Product and schema version
- Created and updated time
- Owner or responsible role
- Lifecycle or review state
- Source and provenance
- Units, period, geography, classification, or audience where applicable
- Validation findings and uncertainty
- Privacy and publication boundary
- Export or handoff integrity metadata
Lifecycle
Use a human-controlled lifecycle such as draft → review → approved/published, with revise, superseded, archived, withdrawn, failed, and recovered states where appropriate. Automated analysis may recommend; it must not silently approve, publish, or create private cases.
Validation
- Required-field and type checks
- Identifier and relationship checks
- Unit, period, geography, method, and classification compatibility
- Product and schema compatibility
- Source, evidence, and provenance completeness
- Permission, privacy, and publication-boundary checks
- Deterministic checksum or fingerprint validation for portable artifacts
Integrations
- Workbench
- Catalyst Data
- Decision Studio
- Knowledge Library
- Site Intelligence
- Platform Core
Send the minimum required fields through a typed contract. Preserve source product, destination, schema, artifact ID, review state, provenance, consent or privacy boundary, and receipt. Private Contact and Engagement records never belong in public support or research artifacts.
Release review
- Confirm interface, service, manifest, package, and schema versions.
- Validate the all-feature sample.
- Run product tests and integrity checks.
- Test one export and each supported handoff category.
- Document breaking changes and migration path.
- Update Last Verified Version before publishing this article.
Expected output
- A complete feature contract
- A validated synthetic export
- A compatibility decision
- A documented integration receipt
- A release-integrity report
Verification
- Product slug, version, schema, and IDs agree.
- Every documented feature maps to an actual interface, command, route, or record.
- The sample files produce the stated artifacts.
- Integrations preserve provenance and privacy.
- Migration, rollback, support, and release documentation are current.
Responsible use
The Lab supports research and teaching, not unsupported scientific, engineering, clinical, or regulatory claims.