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Data Management

OverviewAdmin home and quick linksFeedbackUser feedback triage and exportCommentsElement comment threads to triage and resolveCorpus StatsPapers, extraction, catalog coverageCorpus AnalyticsPublication trends, system types, performance by classExtraction PipelineExtraction job runs and statusPipeline InspectorWhere each paper stops, from PDF to verified rowsResearch PapersBrowse and manage paper recordsImport DataBulk import papers and parametersSurvey ResponsesAttendee survey intake, rollup and CSV export

System

Processing QueuePaper processing jobs and queue statusObservabilityService health, data & science signalsDatabaseSchema and row-count inspectionWiki moderationReview and approve community wiki editsUsersUser accounts and rolesSettingsPlatform configuration

Platform

  • Corpus Browser
  • Research Intelligence
  • Your Report Card
  • Knowledge Graph
  • Protocol Graph
  • Parameter Catalog
  • Microbe Catalog
  • Meta-Analysis
  • Hunter
  • Insights
  • Manuscript Review

Lab

  • 3D Laboratory
  • Model Catalog
  • MESS Explorer
  • Parameter Sweep
  • Predictions
  • Experiments
  • Virtual Sensor
  • Resource Recovery Demo

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MESSAI · Microbial Electrochemical Systems AI · © 2026

Every number on this site traces to a source file — /proof

Database

Schema drift and row counts across local, staging and production. Read-only.

Schema & rows: prod vs local

Read-only audit. Approximate counts come from pg_stat_user_tables.n_live_tup (post-ANALYZE accurate). Click Recompute exact counts for ground-truth SELECT COUNT(*) on every shared table (5–15s on prod).

Approximate·2026-10-28 02:56:11Z·204 ms
128 / 128
Relations (prod / local)
public schema · tables + matviews
0
Only in prod
no drift
0
Only in local
no drift
0
Schema drift
tables with column-level diffs

Migrations: prod vs local

0
Only in prod
applied to prod, missing locally
0
Only in local
applied locally, missing on prod
0
Checksum mismatch
same name, different content
6
Rolled back / unfinished
needs operator attention

Rolled back — local: 3, prod: 3

Migrationrolled_back_atchecksum
20260509140000_add_research_paper_browse_indexes2026-05-13 15:32:30efaae787…
20260515192928_equation_kind_enum2026-05-15 23:38:3493a2db44…
20260523194600_add_multiscale_moat_tables_v32026-06-03 17:15:029c150285…
20260509140000_add_research_paper_browse_indexes2026-05-13 15:32:30efaae787…
20260515192928_equation_kind_enum2026-05-15 23:38:3493a2db44…
20260523194600_add_multiscale_moat_tables_v32026-06-03 17:15:029c150285…
Account3300.0%
AgentRun000—
AiGeometryRecipe1100.0%
AiMaterialDefinition1100.0%
AiMicrobeDefinition000—
AnomalousPaper474700.0%
ApiKey000—
AuditLog000—
BetaSignup000—
BiofilmCreepCurve000—
BiofilmSample000—
BiologicalParameter000—
BufferChemistryProfile000—
CalibrationResult14914900.0%
ConditionSet14,57914,57900.0%
ConditionSetMergeAudit31,38531,38500.0%
CrossSystemPrediction959500.0%
CustomField000—
DataClassificationRule000—
Dataset414100.0%
DatasetCurvePoint72,20372,20300.0%
DatasetMaterial5500.0%
DatasetMeasurement65,18965,18900.0%
DatasetParameter989800.0%
EETPathwayAssignment000—
EISPoint63463400.0%
ElectrochemicalKinetic66966900.0%
ElectrochemicalParameter000—
ElectrodeFormulation000—
EnvironmentalParameter000—
EvalGateRun000—
EvalResult000—
Experiment000—
ExperimentCollaborator000—
ExperimentEvent000—
ExperimentPaper000—
ExperimentalContext2,7882,78800.0%
ExtractedFigureData1,7611,76100.0%
ExtractedPaperData1,5121,51200.0%
ExtractedParameterData224,237224,23700.0%
ExtractedTableData2200.0%
ExtractionJob4,1834,18300.0%
ExtractionProvenance000—
Feedback10010000.0%
FeedbackAnalytics1100.0%
FeedbackNotification000—
GapSearchRun000—
Hypothesis000—
IntegrationMapping000—
KineticCurve000—
KnowledgeEdge2,5892,58900.0%
KnowledgeNode6,7776,77700.0%
LabConfiguration1100.0%
LabConfigurationSnapshot000—
LabWastewaterQueryLog000—
LearnedDagEdge151500.0%
MESProduct000—
MESProductYield000—
MFCDesign000—
Material737300.0%
MaterialClassification000—
MaterialMicrobeAffinity333300.0%
MaterialPaperCrossref78278200.0%
MaterialParameter000—
Measurement000—
MetagenomicAnalysis000—
MetagenomicPaperLink000—
MethodologyPreset000—
Microbe282800.0%
MicrobeCytochrome202000.0%
MicrobeEngineeringEvent5500.0%
MicrobeKineticConstant18118100.0%
MicrobeOmicsStudy4400.0%
MicrobePerformanceMeasurement000—
MicrobeReference818100.0%
MicrobeShuttle4400.0%
MicrobeSubstrateProductPair282800.0%
MicroelectrodeProfile000—
Model000—
OperatingCondition000—
OperationalParameter000—
PageComment000—
PaperChunk000—
PaperMaterial48148100.0%
PaperMergeAudit4,1524,15200.0%
PaperMicrobe28128100.0%
PaperParameter7,3737,37300.0%
PaperRelationship000—
ParameterClassification70670600.0%
ParameterConditionLink300,254300,25400.0%
ParameterDefinition83583500.0%
ParameterDistribution_v2matview69669600.0%
ParameterEdge2,8122,81200.0%
ParameterObservation68968900.0%
ParameterPrior2,5012,50100.0%
ParameterProvenance6,0856,08500.0%
ParameterTemplate000—
PasswordResetToken141400.0%
Permission000—
PolarizationPoint3,2923,29200.0%
Prediction313100.0%
PredictionOutcome000—
PriorStratumAxis47247200.0%
Project000—
ReactorGeometry1,2351,23500.0%
ResearchCluster000—
ResearchPaper23,598
analyzed 2026-05-06
23,598
analyzed 2026-05-06
00.0%
ResearchPaperEquation626200.0%
ResearchTrend000—
Run000—
Session000—
SharedView000—
SimulationReplay000—
SimulationResult000—
SubstrateClassification606000.0%
SurveyResponse5500.0%
SymbolicLaw2200.0%
Team000—
TrainedModelLineage000—
User606000.0%
VerificationToken454500.0%
WastewaterFeedback000—
WikiEntry83483400.0%
WikiRevision83483400.0%
WikiRevisionSource13313300.0%
Workflow000—
WorkstreamArtifact000—
_prisma_migrations818100.0%
Local: postgres://postgres.ytgmbbwtawldnunndcnd:***@aws-1-eu-central-1.pooler.supabase.com:6543/postgres?sslmode=require&pgbouncer=true&connection_limit=1&pool_timeout=20Prod: postgres://postgres.ytgmbbwtawldnunndcnd:***@aws-1-eu-central-1.pooler.supabase.com:5432/postgres?sslmode=requireTotal shared rows — local: 787,927, prod: 787,927

Supabase-managed schemas (auth, storage, realtime, vault, supabase_functions, extensions, net, _realtime) are intentionally excluded.