{"schema_version":1,"research_id":"eoa_inverse_innovation_exp06_external_evaluation_20260803","source_assessment_id":"representation_independent_interface_contract__environmental_climate:P1:v0","cell_id":"representation_independent_interface_contract__environmental_climate","search_queries":["site:verra.org VM0033 methodology tidal wetland seagrass restoration monitoring data QA QC PDF","wetland greenhouse gas monitoring data management quality assurance revisions provenance standard","site:ipcc-nggip.iges.or.jp wetlands supplement monitoring uncertainty QA QC wetland restoration PDF","environmental science data management spreadsheets reproducibility primary research","ESS-DIVE environmental data package provenance versioning quality control official data model observations","ICOS Carbon Portal data object versioning provenance persistent identifier official","OGC Observations Measurements standard sampling features result quality official","W3C PROV provenance version revisions entities official recommendation","greenhouse gas observations data repository versioning provenance quality flags API official environmental monitoring","wetland greenhouse gas monitoring protocol data quality management restoration official","eddy covariance greenhouse gas data processing version provenance data product ICOS official","environmental data ledger immutable provenance observations platform prior art","OpenGHG documentation object store metadata provenance quality control API greenhouse gas observations","site:openghg.org docs data store greenhouse gas observations standards","GHG monitoring evidence management platform observations revisions quality decisions carbon project MRV software","wetland carbon MRV digital platform data provenance monitoring Verra","\"Developing a modern data workflow for regularly updated data\" PLOS Biology"],"sources":[{"source_id":"S1","title":"2013 Supplement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories: Wetlands","publisher":"Intergovernmental Panel on Climate Change","url":"https://www.ipcc-nggip.iges.or.jp/public/wetlands/pdf/Wetlands_Supplement_Entire_Report.pdf","source_class":"OFFICIAL_GUIDANCE","publication_date":"2014","accessed_at":"2026-08-03","claims_supported":["Wetland GHG inventories require reporting, documentation, completeness, time-series consistency, QA and QC.","Changes in methods, data, classifications, or corrected errors can require recalculating an entire time series so changes reflect field phenomena rather than methodological artifacts.","QA/QC is intended to improve accuracy, transparency, consistency, comparability, and completeness."]},{"source_id":"S2","title":"VM0033 Methodology for Tidal Wetland and Seagrass Restoration, v2.1","publisher":"Verra","url":"https://verra.org/methodologies/vm0033-methodology-for-tidal-wetland-and-seagrass-restoration-v2-1/","source_class":"STANDARD","publication_date":"2023-09-04","accessed_at":"2026-08-03","claims_supported":["An active methodology governs quantification of GHG reductions and removals from tidal-wetland restoration.","The methodology is versioned and available in digital form through Verra Project Hub.","Verra is an identifiable standards owner capable of authorizing digital-methodology integration in its program."]},{"source_id":"S3","title":"Global Greenhouse Gas Watch: Data Management","publisher":"World Meteorological Organization","url":"https://g3w.wmo.int/site/global-greenhouse-gas-watch-g3w/observing-system/data-management","source_class":"OFFICIAL_GUIDANCE","publication_date":"n.d.","accessed_at":"2026-08-03","claims_supported":["WMO calls for documented automated workflows and machine-to-machine GHG-data provision.","Observational data should have unbroken traceability, rich provenance metadata, uncertainty information, and data flags.","WMO identifies standardization, automated quality-controlled transfer, integration of distributed networks, and lower labor and computational costs as operational needs."]},{"source_id":"S4","title":"World’s Largest Carbon Program Pilots Digital Measuring of Forest Carbon","publisher":"Verra","url":"https://verra.org/worlds-largest-carbon-program-pilots-digital-measuring-of-forest-carbon/","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2022-11-16","accessed_at":"2026-08-03","claims_supported":["Verra reported that PDFs, spreadsheets, and manual measurements remained core MRV tools and associated digital platforms with greater standardization, transparency, integrity, efficiency, and scalability.","Verra formed a digital-MRV working group to develop protocols and frameworks for third-party platforms and ran an operational pilot.","This expresses institutional pull for digital MRV, though for forest carbon rather than the proposed wetland ledger."]},{"source_id":"S5","title":"Observations, Measurements, and Samples","publisher":"Open Geospatial Consortium","url":"https://www.ogc.org/standards/om/","source_class":"STANDARD","publication_date":"2023","accessed_at":"2026-08-03","claims_supported":["OGC/ISO 19156:2023 already defines a representation-neutral conceptual schema for observations, sampling features, procedures, and results.","The standard is intended for exchange and harmonized handling of observational information from heterogeneous systems.","This is close prior art for the proposed abstract observation surface but does not specify the proposal's correction, authorization, aggregation, snapshot, or backend-substitution semantics."]},{"source_id":"S6","title":"PROV-N: The Provenance Notation","publisher":"World Wide Web Consortium","url":"https://www.w3.org/TR/prov-n/","source_class":"STANDARD","publication_date":"2013-04-30","accessed_at":"2026-08-03","claims_supported":["W3C PROV supplies a machine-processable, representation-independent provenance model involving entities, activities, agents, derivation, and revision.","It is reusable prior art for lineage and provenance rather than a complete wetland-monitoring behavioral contract."]},{"source_id":"S7","title":"OpenGHG 0.19.0 Developer API","publisher":"OpenGHG","url":"https://docs.openghg.org/api/index_devapi.html","source_class":"OFFICIAL_PRODUCT_DOCUMENTATION","publication_date":"n.d. (version 0.19.0)","accessed_at":"2026-08-03","claims_supported":["OpenGHG already standardizes surface observations, emissions/flux data, and metadata for storage and retrieval.","It separates object-store, retrieval, standardization, metadata, and storage functions and supports local or cloud object-store representations.","It is a close GHG-domain product analogue, but the reviewed documentation does not establish the proposed immutable supersession, quality-decision reversal, variable-aware aggregation, or common black-box backend-acceptance contract."]},{"source_id":"S8","title":"Developing a modern data workflow for regularly updated data","publisher":"PLOS Biology","url":"https://journals.plos.org/plosbiology/article/file?id=10.1371%2Fjournal.pbio.3000125&type=printable","source_class":"PRIMARY_RESEARCH","publication_date":"2019-01-29","accessed_at":"2026-08-03","claims_supported":["A long-term ecological project experienced recurring burdens involving data entry, integration, error checking, archiving, version comparison, and reproducibility.","The authors implemented automated QA, versioning, archiving, review, and continuous-integration workflows using accessible software-development tools.","The work demonstrates technical feasibility and substantial practice overlap, while not testing representation-independent substitution of wetland GHG ledger backends."]}],"problem_evidence":{"support":"MODERATE","rationale":"Wetland GHG guidance makes time-series consistency, correction, documentation, completeness, and QA/QC consequential, while WMO and ecological-workflow evidence show recurring provenance, versioning, integration, and reproducibility burdens. Verra directly reports spreadsheet- and manual-document dependence in nature-based carbon MRV. No source documents a wetland program where a storage migration actually changed a management-relevant GHG result, so the proposal's specific representation-coupling incidence and effect size remain unverified.","source_ids":["S1","S3","S4","S8"]},"stakeholder_evidence":{"support":"MODERATE","rationale":"Verra is an identifiable standard owner and potential adopter: it maintains an active digital VM0033 wetland methodology and has explicitly created a digital-MRV working group and pilot to improve transparency, integrity, efficiency, and scalability. WMO independently expresses operational need for traceable, standardized, automated GHG-data flows. Neither organization has requested this particular stateful ledger or committed data, staff, funding, or adoption authority to it.","source_ids":["S2","S3","S4"]},"prior_art":{"proximity":"ADJACENT_PRIOR_ART","closest_analogues":[{"name":"OpenGHG","similarity":"A working GHG-data framework with public data objects, standardization, metadata handling, retrieval, and object-store separation.","remaining_difference":"Reviewed documentation does not establish non-erasing observation supersession, reversible quality decisions, deterministic as-of snapshots, variable-class aggregation laws, or a shared black-box oracle that certifies multiple backends as substitutable.","source_ids":["S7"]},{"name":"OGC Observations, Measurements, and Samples / ISO 19156:2023","similarity":"A representation-neutral conceptual model for observations, sampling, procedures, results, and heterogeneous-system exchange.","remaining_difference":"It standardizes observational concepts and exchange structure, not the proposed ledger's state transitions, authorization, errors, correction history, coverage policy, aggregates, or implementation acceptance tests.","source_ids":["S5"]},{"name":"W3C PROV","similarity":"A machine-processable, implementation-independent model for provenance, derivation, agents, activities, and revisions.","remaining_difference":"It can encode lineage but does not prescribe wetland GHG validity rules, quality-policy behavior, aggregate semantics, access authority, or backend substitutability.","source_ids":["S6"]},{"name":"Yenni et al. ecological continuous-data workflow","similarity":"An implemented ecological workflow using automated checks, review, versioning, release creation, and archiving to support reproducibility.","remaining_difference":"It governs one repository workflow rather than defining an opaque scientific component whose behavior is invariant across independently represented backends.","source_ids":["S8"]},{"name":"IPCC Wetlands Supplement and Verra VM0033 practice","similarity":"Established wetland GHG methodologies already require controlled calculations, monitoring, QA/QC, documentation, consistency, and explicit method versions.","remaining_difference":"They define scientific-accounting requirements but do not provide the proposed backend-neutral transaction surface or executable cross-implementation conformance oracle.","source_ids":["S1","S2"]}],"distinctive_claim_remaining":"For one frozen wetland-monitoring workflow, a predeclared behavioral contract covering identity, supersession, quality decisions, canonical units, coverage, provenance, errors, as-of snapshots, and variable-appropriate aggregation will make an incumbent adapter and an independently implemented in-memory backend agree on every management-relevant public result without client access to storage internals. The claim is falsified if no representation dependency exists in the baseline, if a management-relevant divergence survives after both implementations pass the suite, or if adequate semantics require exposing the incumbent representation.","confidence":"MODERATE"},"implementation_evidence":{"support":"MODERATE","rationale":"Existing standards provide observation and provenance models; OpenGHG demonstrates standardization over object storage; and an ecological team implemented automated validation, review, versioning, and archival with ordinary development tools. These support technical feasibility for a sandbox prototype. They do not validate the proposed wetland-specific contract, generated operation-sequence oracle, adapters, security model, authority workflow, performance, or semantic completeness. Production use would also require data-owner authorization, access control, retention rules, and scientific governance that web evidence cannot establish.","source_ids":["S3","S5","S6","S7","S8"]},"scores":{"meaningful_impact":{"score":4,"rationale":"Preventing representation-induced changes to wetland GHG balances could materially improve auditability and reproducibility because these records feed inventory or carbon-program decisions; realized frequency and effect size are unknown.","source_ids":["S1","S2","S3"]},"stakeholder_pull":{"score":3,"rationale":"Verra and WMO express concrete pull for digital, standardized, traceable GHG-data systems, but neither has requested or committed to this exact ledger.","source_ids":["S2","S3","S4"]},"incremental_advantage":{"score":3,"rationale":"The proposed behavioral oracle adds semantic substitution testing beyond schemas, provenance models, and single-repository workflows, but its operational advantage over combining existing standards and workflow tools is untested.","source_ids":["S5","S6","S7","S8"]},"distinctiveness_plausibility":{"score":3,"rationale":"Wetland-specific state laws plus backend-independent conformance are a plausible remaining distinction, although nearly every constituent capability has established prior art.","source_ids":["S1","S2","S5","S6","S7","S8"]},"technical_implementability":{"score":4,"rationale":"Observation schemas, provenance models, object stores, automated checks, versioning, and archival are demonstrated technologies; the main uncertainty is correct semantic specification rather than basic engineering possibility.","source_ids":["S5","S6","S7","S8"]},"adoption_authority_feasibility":{"score":3,"rationale":"A program monitoring lead could authorize a read-only sandbox, while production or carbon-program use would require data owners and existing governance or standards bodies. A plausible institutional pathway exists, but no specific project partner is committed.","source_ids":["S2","S3","S4"]},"evidence_readiness":{"score":2,"rationale":"The web record supports the problem class and component feasibility but supplies no client dependency inventory, event log, adapter replay, discrepancy rate, user commitment, or candidate-specific cost evidence.","source_ids":["S1","S4","S8"]},"safety_net_benefit":{"score":4,"rationale":"Immutable history, state-preserving failures, explicit exclusions, frozen snapshots, read-only evaluation, and rollback to the incumbent could contain experimental harm, provided access and retention controls are enforced.","source_ids":["S1","S3","S6"]},"scalability":{"score":4,"rationale":"A common contract and reusable oracle could scale across backends and projects, consistent with institutional goals for automated machine-to-machine GHG workflows; governance and domain-profile maintenance may become the limiting costs.","source_ids":["S3","S4","S5","S7"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A two-to-six-week, read-only sandbox for one completed project and one frozen workflow: dependency inventory, contract draft, incumbent adapter, simple in-memory implementation, generated cases, and discrepancy report.","confidence":"MODERATE","assumptions":["Authorized project data can be supplied without collection or licensing fees.","One monitoring lead, one analyst, and one engineer contribute part time.","The workflow contains at most a few hundred replayable operations and no production integration.","Resource-equivalent estimate includes labor and modest secure-compute overhead, not cash procurement quotes."],"source_ids":["S7","S8"]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Harden the contract and conformance suite for several variables and workflows; add authentication, audit logging, documentation, migration tooling, and adapters for two existing representations.","confidence":"LOW","assumptions":["A single program controls the first deployment.","Existing identity, storage, and monitoring infrastructure can be reused.","Scientific rules and access classifications are available from program owners.","Independent security certification and extensive historical-data remediation are excluded."],"source_ids":["S1","S3","S5","S6","S7"]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Production launch across a wetland program with validated migration, user training, role-based access, monitoring, disaster recovery, governance, parallel-run reconciliation, and independent scientific and security review.","confidence":"LOW","assumptions":["Launch covers one program rather than a multinational registry.","No new field instruments or laboratory systems are purchased.","Legacy data quality is sufficient for adapter-based migration rather than manual reconstruction.","Parallel operation is required before official outputs can depend on the ledger."],"source_ids":["S1","S2","S3","S4"]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Contract stewardship, support, hosting, access reviews, conformance regression, adapter maintenance, incident response, and one or two versioned scientific-rule updates per year.","confidence":"LOW","assumptions":["Moderate data volumes and ordinary object/database storage costs.","One part-time scientific steward plus engineering and operations support.","No major reprocessing campaign or continuous independent verification is included.","Program-specific integrations, retention obligations, and service levels could move costs outside the band."],"source_ids":["S2","S3","S7","S8"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"YES","reason":"Official wetland GHG guidance, WMO requirements, Verra's account of spreadsheet/manual MRV, and ecological workflow research support the underlying consistency, provenance, versioning, and reproducibility problem class. The frequency of representation-induced discrepancies in wetlands is still unknown.","source_ids":["S1","S3","S4","S8"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"Verra is an identifiable wetland-carbon methodology owner with a digital-MRV working group and operational pilot; WMO independently seeks standardized, traceable GHG-data architecture. This establishes credible institutional fit, not a commitment to adopt the candidate.","source_ids":["S2","S3","S4"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"Agreement between an incumbent adapter and an independent representation on predeclared public semantics, without internal access, is directly testable against schema-only and incumbent-process comparators and has explicit falsifiers.","source_ids":["S5","S6","S7","S8"]},"bounded_next_evidence_step":{"status":"YES","reason":"One authorized completed project, one frozen analysis path, two sandbox implementations, a fixed event sequence, generated perturbations, predeclared comparison fields, and stop conditions form a bounded test.","source_ids":["S7","S8"]},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The next step can be limited to an authorized read-only copy, synthetic identifiers where needed, no writes to source systems, no official recalculation, and rollback by discarding sandbox state. Production authority, privacy, retention, and scientific governance remain later gates.","source_ids":["S2","S3","S6"]},"credible_cost_scope_and_range":{"status":"UNCERTAIN","reason":"Scopes and resource bands can be bounded from the demonstrated components and workflow, but no source provides wetland-program staffing rates, integration complexity, data volume, security requirements, or vendor quotations.","source_ids":["S3","S7","S8"]}},"next_evidence_step":"Obtain written data-owner and monitoring-lead authorization for a read-only copy of one completed project. Select one frozen path containing at least one measured variable, correction, quality decision, as-of snapshot, and aggregate. Before coding, freeze 80-200 real or redacted operations, expected state transitions, comparison fields, error categories, and thresholds. Run three comparators: the incumbent workflow unchanged; a schema-normalized export without the behavioral ledger; and the proposed contract implemented through both an incumbent adapter and an independent in-memory model. Add generated variations for order, duplicate identity, incompatible units, revoked quality decisions, incomplete coverage, and failed authorization. Pass only if the two conforming implementations have zero unexplained differences in identities, canonical quantities, lineage, quality state, coverage, provenance, error category, snapshots, and management-relevant aggregates, while requiring no internal access. Falsify the problem if the incumbent dependency inventory contains no internal reliance and the independent representations already agree throughout; falsify the intervention if both pass yet a management-relevant divergence remains, or if the contract must expose the incumbent layout or algorithm. Do not use results operationally.","blocking_evidence":["No dependency inventory demonstrates that a real wetland-analysis client relies on workbook, table, raster, cache, or other representation details.","No authorized event log or replay result establishes the prevalence or magnitude of representation-induced divergences.","No committed wetland program, data owner, monitoring lead, or funder has agreed to sponsor the candidate-specific sandbox.","No empirical comparison shows advantage over a schema-only implementation, OpenGHG-like standardization, or the incumbent workflow.","No legal or governance review establishes classifications, access roles, retention, confidential-location handling, or authority to reinterpret records.","No project-specific staffing, integration, hosting, verification, or maintenance estimates validate the cost bands."],"research_disposition":"PARTNERED_RESEARCH_PROGRAM","world_novelty_boundary":"The search found substantial adjacent standards, workflows, platforms, and digital-MRV activity but did not measure world novelty, patentability, freedom to operate, market size, or realized impact. Absence of an exact match among eight sources is not evidence of global novelty. The defensible boundary is only a candidate-specific empirical contrast: wetland GHG correction, quality, coverage, aggregation, snapshot, and error semantics governed by one black-box oracle across independently represented backends.","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_version":0,"controller_recommendation":{"action":"STOP_EMPIRICAL_RESEARCH_NEEDED","repairable":false,"material_progress_observed":true,"progress_targets":["Secure written authorization and a read-only completed-project dataset from a named wetland program.","Produce a client dependency inventory quantifying representation-specific accesses.","Pre-register the event log, semantic comparison fields, thresholds, comparators, and falsifiers.","Implement and replay the incumbent adapter, schema-only comparator, and independent in-memory backend.","Report every divergence as a contract omission, adapter defect, baseline defect, or falsifying result.","Obtain program-specific authority, privacy, retention, security, and cost evidence before any production inquiry."],"reason":"Bounded web research establishes that the problem class matters, identifies credible institutional demand, maps close prior art, and supports engineering plausibility. It cannot determine whether the selected wetland workflow actually has representation coupling or whether the proposed contract eliminates management-relevant divergences. Answering those questions requires authorized project data, implementation, and live sandbox testing, so the required controller outcome is an empirical-research stop."},"proposal_index":1}