LingoScholarLiterature. Evidence. Research.Explore the overviews. Private workspaces use your account and programme access.
VERSION 8 / RESEARCH DEFENCE EDITION
A research result should invite a closer look. Connect the measurements, declared mechanics, independent checks and questions that deserve a supervisor’s attention.
Private studies · Explicit methods · Reviewable resultsTHE REVIEWABLE FINDING V8
FIVE CONNECTED UPGRADES
V8 extends the existing research workbench with timber-focused comparisons, identifiable sensor models and a clear path to private supervisor review. Start with your own evidence or a labelled synthetic walkthrough.
Compare
Compare raw and mechanically normalized stiffness, with a frozen training and held-out campaign split.
Declared geometry, modulus, stiffness and mechanical scaling; training-only linear fits. A common trend is a hypothesis to test, not proof of similarity.
Explain
Test whether an explicitly declared sensor model can distinguish lintel and parapet deformation contributions.
Measured displacement observations and a researcher-supplied linear kinematic model. Rank and conditioning checks expose components the measurements cannot identify.
Check
Invite two researchers to extract the same source independently, then resolve field-level disagreements.
Two distinct verified academic accounts, accepted in-app invitations and immutable submissions. Values remain hidden until both researchers submit; no email is sent.
Reproduce
Download a local Python verifier for V7 fields, synthesis, experiment rankings, affine uncertainty and laboratory moments.
Python standard-library execution on your computer with frozen source and expected-output hashes. Unavailable sections remain explicitly unavailable; no hosted solver runs.
Present
Build a guided, source-linked account of the research question, assumptions, evidence, limitations and decisions requested.
Authored claims, declared numerical criteria, a change-sensitive baseline, offline dossier and a private handoff to the existing Reviewer Workspace. No automatic scientific approval.
A FIRST STUDY TO REVIEW
Bring actual geometry, source measurements and model outputs. Preserve method limits and unresolved questions beside every result.
Prepare a supervisor reviewBUILT ON THE EXISTING WORKSPACE
V7 connected evidence, V6 executable studies and the established catalogue stay accessible. V8 adds a new private study format and a handoff to named reviewers.