LingoScholarLiterature. Evidence. Research.
Research programmes
Open studyCatalogueAcademic access

VERSION 13 / CONNECTED RESEARCH EDITION

From sources.
To reproducible studies.

Read the page. Declare the model. Retain the exact calculation and its limits. Connect both programmes through a private research project.

Native account controls · Separate LignoScope approval · Earlier files retained

21 DEVELOPMENT AREAS · ACTUAL DELIVERY SCOPE

A larger platform.
A clear record of what works.

This release adds executable software across the requested research, engineering and shared-project areas. Some targets remain bounded implementations or adapters awaiting external setup. The tables below distinguish delivered software from the work still required.

Read the verification boundary

EVIDENCE & PUBLICATION

Make the research record usable.

Capture exact source evidence, run supported analyses and prepare reviewable outputs.

S1

Source-page extraction

Software available · bounded

Delivered software

Read selectable PDF text or run local English OCR on a PDF/image region. Review the text, value, unit and physical context against its exact source digest.

Remaining scope

Retain original files separately. OCR recognition and page review do not establish scientific validity.

S2

Maintained literature reviews

While-open refresh

Delivered software

Opt into periodic source searches while the tab is visible. Review duplicate suggestions, metadata changes and title/full-text selection counts.

Remaining scope

Unattended harvesting and authoritative correction/retraction feeds need operated services. Reviewed notices can be retained explicitly.

S3

Engineering evidence graph

Software available · declared links

Delivered software

Connect source pages, accepted extractions and declared specimen identities. Compare matching observable, layup and support contexts with explicit unit conversion.

Remaining scope

Physical identity, independence and scientific comparability need source review.

S4

Statistical inference

Software available · scoped methods

Delivered software

Fit supported multiple-predictor OLS, cluster-robust CR1 intervals and Gaussian-model predictions. Run seeded parametric bootstrap calculations.

Remaining scope

Model assumptions, cluster adequacy and statistical interpretation remain explicit. This is not universal small-sample inference.

S5

Reproducible analysis pipelines

Supported calculations replay

Delivered software

Run declared descriptive, regression, bootstrap and prediction steps. Retain exact inputs, dependencies, engine identity and replayed outputs.

Remaining scope

Arbitrary Python/R packages and permanently operated execution environments need a separately installed and maintained host.

S6

Versioned manuscript collaboration

Revision tools available

Delivered software

Keep exact manuscript revisions, tracked field changes, source-anchored comments and conflict-aware merge previews alongside native private project revisions.

Remaining scope

True simultaneous rich-text editing and WebSocket transport are not connected.

S7

Journal delivery packages

Prepared files · deliberate handoff

Delivered software

Check declared journal requirements and citations, then prepare DOCX, LaTeX, structured JATS XML, attachments and an exact delivery manifest.

Remaining scope

Publisher-specific rules must be reviewed. Export does not submit a paper or publish a repository record.

S8

Funding evidence and deadlines

Official-source checks

Delivered software

Retain official call terms, quote eligibility evidence and track reviewed UTC deadlines. Source changes flag stale assessments; proposal evidence links existing budget records.

Remaining scope

Broader live call discovery, institutional eligibility confirmation and funding decisions remain external.

MODELS & MEASUREMENTS

Keep mechanics connected to the test.

Prepare bounded models, inspect source-bound calculations and test declared predictions.

M1

Canonical engineering model

Checked engine transfers

Delivered software

Declare geometry, layers, material constants, supports and load cases once. Prepare exact bounded transfers to the wall, beam and objective-solid workspaces.

Remaining scope

Each engine has its own applicability limits. Unsupported transfers are rejected rather than inferred.

M2

Larger sparse 3D mechanics

Research kernel available

Delivered software

Use a sparse objective TET4 solver with explicit bounds up to 512 nodes and 2,048 tetrahedra, accepted-state records and numerical replay.

Remaining scope

Performance depends on the actual model. This is bounded quasi-static research computation, not unrestricted industrial-scale analysis.

M3

Coupled interface and material response

Scoped constitutive laws

Delivered software

Combine separate opening/sliding face damage, contact and Coulomb friction with optional material-axis compressive plasticity in the same 3D equilibrium.

Remaining scope

Arc-length continuation in this kernel, general timber failure and experimental calibration remain further work.

M4

Model preparation and BIM exchange

Supported geometry profile

Delivered software

Inspect declared reference geometry, select supports, generate opening-conforming meshes and retain exact IFC source snapshots. Export a bounded IDS information profile.

Remaining scope

The supported IFC geometry subset, local requirement checks and authored IDS profile do not establish full vendor-plugin or IDS certification.

M5

Frozen experimental comparisons

Protocol and comparison software

Delivered software

Freeze prediction/holdout roles and source requirements before assessment. Import original measurement CSV, check time/gauge/units and calculate per-specimen residual criteria.

Remaining scope

Original experimental evidence and independent review are required. W08 disagreement and W12 geometry conflict remain unresolved.

M6

Image-to-3D measurements

Local image calculations

Delivered software

Match bounded grayscale patches, fit a scoped radial-lens correction and pass accepted, time-aligned stereo matches into calibrated 3D reconstruction.

Remaining scope

Physical cameras/DAQ, extrinsic calibration, general full-field DIC and complete calibration uncertainty remain external or further work.

M7

Source-bound member checks

Reviewed-source arithmetic

Delivered software

Evaluate supported rectangular-member interaction, shear, deflection and Euler diagnostics against exact supplied source factors and a matching worked example.

Remaining scope

Current licensed standards and competent professional review are required. No complete national-code compliance or certification is conferred.

M8

Forward-model parameter identification

Bounded modulus fitting

Delivered software

Fit a declared axial modulus by executing actual nonlinear forward models, then retain distinct training and holdout specimen results.

Remaining scope

General multi-parameter robust optimization, calibrated predictive uncertainty and independent physical validation remain further work.

PROJECTS & OPERATIONS

Carry the evidence between workspaces.

Preserve exact project state and make external operation requirements visible.

F1

Connected private project

Portable project and native revisions

Delivered software

Keep compatible Scholar and Scope sections in one canonical project, with exact source nodes, dependency edges and downstream review invalidation.

Remaining scope

Large original binary files remain separate. Transfer and sharing require deliberate account-authorized actions.

F2

Institution identity boundary

Adapter only · not connected

Delivered software

Provide strict OIDC profile, PKCE and signed identity-token verification contracts while preserving native account and separate programme approval.

Remaining scope

A real institution/provider registration, one-use state integration and reviewed account mapping are still required. SAML and SCIM are not implemented.

F3

Execution, backups and recovery

Contracts and local recovery tools

Delivered software

Prepare exact job manifests, declared capacity checks and verified project backup/restore envelopes. Inspect current native operation records.

Remaining scope

Permanent workers, monitored operation, larger binary storage and witnessed restoration drills are not provisioned by this release.

F4

Versioned integration contracts

Inert manifest validation

Delivered software

Validate scoped plugin manifests, engine/environment compatibility and exact data contracts without executing imported plugin code.

Remaining scope

External lab/BIM vendor plugins and supported production integrations need installation, provider access and compatibility testing.

F5

Guided interface and acceptance

Interface and automated checks

Delivered software

Use guided source/model forms, explicit limitations, retained drafts, cancellation and current-project guards alongside the established responsive workspace design.

Remaining scope

Browser preview was blocked by automatic approval review. Safari/iPad, assistive-technology acceptance and independent security assessment remain unverified.

VERIFICATION & EVIDENCE

Check the record.
Keep the scientific limits.

Automated suites exercise exact hashes and archives, hostile inputs, asynchronous project replacement, independent arithmetic references and retained-result replay. Actual English OCR is checked against a clearly synthetic fixed-text raster. Earlier scientific and access-control regression suites remain part of release checks.

Numerical verification, a source digest and a named review declaration do not establish physical accuracy or independent professional approval. The software retains failed, historical and blocked states rather than creating substitute results.

Experimental validation remains ongoing. W08 retains a substantial model/measurement disagreement. W12 retains conflicting source geometry. Original source evidence, instrument mappings and independent experimental review are required to resolve them.

CONTINUE EXISTING WORK

Your earlier studies remain available.

The V13 connected project has its own verified format. Earlier Scholar programmes and LignoScope archives retain their original scientific record formats and applicability limits.