{"schema_version":1,"research_id":"eoa_inverse_innovation_exp06_external_evaluation_20260803","source_assessment_id":"representation_independent_interface_contract__futurism_foresight:P3:v0","cell_id":"representation_independent_interface_contract__futurism_foresight","search_queries":["adaptive pathways signposts triggers monitoring implementation guidance official","Dynamic Adaptive Policy Pathways signposts triggers monitoring paper Haasnoot 2013","Thames Estuary 2100 monitoring indicators trigger points adaptive pathways official","adaptive pathways monitoring signposts data revisions missing values software dashboard","site:environment.govt.nz dynamic adaptive pathways planning guidance signals triggers monitoring","site:iso.org ISO 14090 adaptation monitoring evaluation climate change standard","site:ogc.org SensorThings API observations phenomenonTime resultTime resultQuality standard","site:bls.gov software developers median pay 2025 occupational outlook","Haasnoot Designing a monitoring system to detect signals adapt uncertain climate change 2018 DOI","Haasnoot Dynamic adaptive policy pathways 2013 DOI official article","site:docs.aws.amazon.com prescriptive guidance event sourcing pattern immutable event store replay state","site:epa.gov adaptation pathways summary 2025 triggers continuous monitoring institutional capacity","site:sciencedirect.com/science/article/pii \"Dynamic adaptive policy pathways\"","site:sciencedirect.com/science/article/pii \"Designing a monitoring system to detect signals\""],"sources":[{"source_id":"S1","title":"Dynamic adaptive policy pathways: A method for crafting robust decisions for a deeply uncertain world","publisher":"Global Environmental Change / Elsevier; author-uploaded copy on ResearchGate","url":"https://www.researchgate.net/publication/235428137_Dynamic_adaptive_policy_pathways_A_method_for_crafting_robust_decisions_for_a_deeply_uncertain_world","source_class":"PRIMARY_RESEARCH","publication_date":"2013-04","accessed_at":"2026-08-03","claims_supported":["DAPP already combines sequenced adaptive actions with signposts and triggers.","Signposts specify information to track to determine whether a plan remains successful.","The foundational method was demonstrated for long-term Rhine Delta water management."]},{"source_id":"S2","title":"Designing a monitoring system to detect signals to adapt to uncertain climate change","publisher":"Global Environmental Change / Elsevier and Deltares; copy hosted by California Public Utilities Commission","url":"https://www.cpuc.ca.gov/-/media/cpuc-website/files/uploadedfiles/cpuc_public_website/content/utilities_and_industries/energy_-_electricity_and_natural_gas/haasnoot-2018-pathway-system-design-paper-1-.pdf","source_class":"PRIMARY_RESEARCH","publication_date":"2018-09-03","accessed_at":"2026-08-03","claims_supported":["Timely monitoring of critical transitions is necessary to implement and reassess adaptive plans.","A five-step signal-monitoring framework and criteria of measurability, timeliness, reliability, convincibility, and institutional connectivity already exist.","The authors characterize designing such systems in complex settings as experimental and identify accuracy-versus-timeliness tradeoffs."]},{"source_id":"S3","title":"Taking an adaptive approach: Thames Estuary 2100","publisher":"UK Department for Environment, Food & Rural Affairs and Environment Agency","url":"https://www.gov.uk/guidance/taking-an-adaptive-approach-thames-estuary-2100","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2023-04-19","accessed_at":"2026-08-03","claims_supported":["The Environment Agency is an identifiable operator and authorizer of a live adaptive-pathways monitoring process.","TE2100 monitors indicators every five years and updates the plan every ten years.","The plan reports protection benefits involving 1.42 million people, 586,000 homes, and £321 billion of residential property, illustrating potentially material stakes."]},{"source_id":"S4","title":"Coastal hazards and climate change guidance","publisher":"New Zealand Ministry for the Environment","url":"https://environment.govt.nz/assets/publications/Coastal-hazards-and-climate-change-guidance-2024-ME-1805.pdf","source_class":"OFFICIAL_GUIDANCE","publication_date":"2024","accessed_at":"2026-08-03","claims_supported":["Local councils are directed to link monitoring frameworks to predefined signals and triggers and to review pathways before adaptation thresholds are reached.","The guidance says monitoring frameworks require a sound information base and regular review.","It explicitly calls for a primary monitoring authority, visible authority for trigger review and action, institutional memory, assigned funding, and clear governance responsibilities."]},{"source_id":"S5","title":"A Summary of Adaptation Pathways Approaches","publisher":"U.S. Environmental Protection Agency","url":"https://assessments.epa.gov/risk/document/%26deid%3D367191","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2025-09-25","accessed_at":"2026-08-03","claims_supported":["Adaptation pathways use community-determined triggers to change actions as conditions evolve.","Coastal-community applications exist.","Detailed data, continuous monitoring, and institutional capacity are recognized implementation challenges."]},{"source_id":"S6","title":"OGC SensorThings API Part 1: Sensing","publisher":"Open Geospatial Consortium","url":"https://docs.ogc.org/is/15-078r6/15-078r6.html","source_class":"STANDARD","publication_date":"2016","accessed_at":"2026-08-03","claims_supported":["An established observation-data standard already distinguishes phenomenon time, result time, valid time, result quality, results, datastreams, and features of interest.","The standard includes formal conformance classes and tests.","It is a close schema-level rival but does not specify adaptive-signpost lifecycle, persistence, acknowledgment, revision replay, or policy-review alert semantics."]},{"source_id":"S7","title":"Event sourcing pattern","publisher":"Amazon Web Services","url":"https://docs.aws.amazon.com/prescriptive-guidance/latest/cloud-design-patterns/event-sourcing-pattern.html","source_class":"OFFICIAL_PRODUCT_DOCUMENTATION","publication_date":"2026","accessed_at":"2026-08-03","claims_supported":["Immutable append-only event histories, deterministic state reconstruction by replay, audit trails, and versioned event schemas are established software practices.","Replay performance, idempotency, external side effects, time dependence, and schema evolution are known implementation concerns.","The proposed event-ledger mechanism is technically conventional rather than an unproven architecture."]},{"source_id":"S8","title":"National employment and wage data by occupation, May 2025","publisher":"U.S. Bureau of Labor Statistics","url":"https://www.bls.gov/news.release/ocwage.t01.htm?mod=article_inline","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2026","accessed_at":"2026-08-03","claims_supported":["Mean annual wages were $148,100 for software developers and $111,490 for software quality-assurance analysts and testers.","Operations-research analysts averaged $99,730 annually and data scientists $126,800.","These wage benchmarks support resource-equivalent labor estimates, before overhead, procurement, and jurisdiction-specific adjustments."]}],"problem_evidence":{"support":"MODERATE","rationale":"Primary research and official guidance establish that adaptive pathways depend on reliable, timely monitoring and that complex signal systems remain experimental. Operational programs show material decisions and assets depend on monitored indicators. However, no opened source documents an actual coastal city where a dashboard, spreadsheet, or provider replacement silently altered alert timing because missingness, revision, persistence, or observation-time semantics differed. The proposal's precise failure mode is therefore plausible but not externally demonstrated.","source_ids":["S1","S2","S3","S4","S5"]},"stakeholder_evidence":{"support":"MODERATE","rationale":"The Environment Agency and coastal local councils are identifiable operators and authorizers: TE2100 already monitors indicators, while New Zealand guidance assigns councils responsibility for monitoring, funding, trigger review, and action. Their expressed need is for dependable monitoring and governance, not specifically for a representation-independent software contract or shared conformance oracle. No named organization has committed staff, funding, data, or procurement authority to this intervention.","source_ids":["S3","S4","S5"]},"prior_art":{"proximity":"ADJACENT_PRIOR_ART","closest_analogues":[{"name":"Dynamic Adaptive Policy Pathways signposts and triggers","similarity":"Already defines signposts, triggers, contingency actions, and monitoring as part of adaptive planning.","remaining_difference":"Does not provide the proposed implementation-neutral state machine, immutable observation/revision ledger, typed API, or cross-implementation black-box acceptance gate.","source_ids":["S1","S2"]},{"name":"Government coastal-pathway monitoring regimes","similarity":"TE2100 and New Zealand guidance operationalize indicators, periodic review, signals, triggers, governance, accountability, and pathway changes.","remaining_difference":"They govern planning and monitoring processes rather than specify behavioral equivalence among spreadsheet, dashboard, and service implementations.","source_ids":["S3","S4","S5"]},{"name":"OGC SensorThings API","similarity":"Standardizes heterogeneous observations, temporal fields, quality metadata, API behavior, and conformance tests.","remaining_difference":"It standardizes observation exchange, not signpost lifecycle states, threshold persistence, missingness interpretation, revision replay, acknowledgment, or advisory-review alerts.","source_ids":["S6"]},{"name":"Event sourcing","similarity":"Supplies immutable append-only histories, versioning, auditability, and replay-based state reconstruction across projections.","remaining_difference":"It is a generic implementation pattern and supplies neither policy-approved signpost semantics nor a domain-specific conformance oracle.","source_ids":["S7"]}],"distinctive_claim_remaining":"For two predeclared adaptive signposts and a finite corpus containing missing intervals, out-of-order arrivals, duplicates, corrections, retractions, sustained thresholds, acknowledgments, suspensions, and supersession, independently written implementations conforming to a representation-neutral behavioral contract will produce identical contract-level states, alerts, typed errors, and audit events and will detect more seeded semantic mutations than schema validation plus manual spot-checking. The claim is falsified if consequential divergences survive the oracle, if the contract cannot express an approved signpost without provider-specific or storage-specific fields, or if the comparator detects the same mutations at materially lower effort.","confidence":"MODERATE"},"implementation_evidence":{"support":"MODERATE","rationale":"Observation schemas, conformance testing, append-only event histories, replay, versioning, and government monitoring workflows are all established and make an offline prototype technically feasible. Principal unresolved issues are semantic rather than computational: policy owners must approve missingness, revision, persistence, rounding, and lifecycle rules; adapters must preserve provenance; replay must suppress external side effects; and governance must keep alerts advisory. No integrated signpost-register implementation or live workflow evaluation was found.","source_ids":["S2","S4","S6","S7"]},"scores":{"meaningful_impact":{"score":4,"rationale":"Silent advancement, suppression, or repetition of review alerts could affect high-consequence adaptation timing; TE2100 illustrates the population and asset scale potentially governed by such monitoring.","source_ids":["S3","S4"]},"stakeholder_pull":{"score":3,"rationale":"Official operators express a clear need for reliable monitoring, triggers, accountability, and institutional memory, but no adopter explicitly requests this contract-and-oracle intervention.","source_ids":["S3","S4","S5"]},"incremental_advantage":{"score":3,"rationale":"The proposal adds stateful alert semantics and substitution testing beyond observation schemas and manual reviews, but advantage over well-governed existing monitoring has not been measured.","source_ids":["S3","S4","S6"]},"distinctiveness_plausibility":{"score":3,"rationale":"No exact domain-specific behavioral-contract product was found, but the proposal combines established DAPP monitoring, observation standards, conformance testing, and event sourcing rather than introducing a new underlying mechanism.","source_ids":["S1","S2","S6","S7"]},"technical_implementability":{"score":4,"rationale":"A two-signpost offline implementation is straightforward with established event-replay and API-conformance techniques; semantic specification and side-effect control are the main difficulties.","source_ids":["S6","S7"]},"adoption_authority_feasibility":{"score":3,"rationale":"Relevant agencies and councils can authorize monitoring arrangements, but formal authority, funding, policy ownership, and trigger-response responsibility must be assigned locally and visibly.","source_ids":["S3","S4"]},"evidence_readiness":{"score":4,"rationale":"A finite synthetic corpus, independent implementations, mutation testing, and fixed comparators can yield a decision-relevant result without production access.","source_ids":["S6","S7"]},"safety_net_benefit":{"score":4,"rationale":"Append-only history, replay, typed failures, advisory-only alerts, and offline rollback provide strong safeguards against unnoticed semantic drift, although they cannot validate the science or legitimacy of the signpost itself.","source_ids":["S4","S7"]},"scalability":{"score":3,"rationale":"The architecture can support many signposts and representations, but every signpost still requires policy-specific semantics, stewardship, test histories, and governance; replay and versioning costs grow with history and complexity.","source_ids":["S2","S4","S7"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Predeclare two synthetic signposts and approximately 30 event histories; build a minimal event-ledger model and spreadsheet adapter; add schema checks, behavioral assertions, seeded mutations, leakage review, and a short divergence report.","confidence":"MODERATE","assumptions":["Approximately 200-350 blended staff hours across a resilience analyst, software developer, and QA/tester.","Uses synthetic data and existing office/cloud tooling.","Excludes live integrations, procurement, legal review, and production security accreditation.","Resource-equivalent estimate applies loaded labor above published wages and rounds to a broad 2026 band."],"source_ids":["S7","S8"]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Policy-owner workshops, formal contract and versioning rules, production-quality reference model, conformance and mutation suites, one monitoring-service adapter, one spreadsheet/dashboard adapter, provenance mapping, audit export, and governance documentation.","confidence":"MODERATE","assumptions":["Roughly 0.5-1.5 staff-years across software, QA, analysis, and policy ownership.","Covers a small city program and a limited signpost portfolio.","Does not include replacement of source monitoring systems or major data remediation."],"source_ids":["S4","S7","S8"]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Production integration, security and access controls, data-provider agreements, migration and historical replay, user acceptance, training, operational runbooks, notification isolation, and staged parallel operation for one city.","confidence":"LOW","assumptions":["Approximately 2-5 staff-years plus limited vendor and infrastructure expense.","Authoritative histories are available and legally usable.","No bespoke sensor network, scientific-model redevelopment, or public-warning system is included.","Jurisdictional procurement and assurance requirements could move the cost outside this band."],"source_ids":["S3","S4","S7","S8"]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Contract stewardship, adapter maintenance, provider/schema change review, regression and replay testing, audit support, storage, incident response, and periodic governance review.","confidence":"LOW","assumptions":["Approximately 0.5-1.5 recurring staff-years across technical and policy roles.","Moderate observation volume and a limited portfolio of signposts.","Excludes underlying observation acquisition and adaptation-program costs."],"source_ids":["S3","S4","S7","S8"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"UNCERTAIN","reason":"Reliable adaptive-pathway monitoring visibly matters, but the specific claim that representation changes are currently causing silent signpost-state or alert divergences was not directly documented in the eight sources.","source_ids":["S2","S3","S4","S5"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"The Environment Agency operates TE2100 monitoring, and official New Zealand guidance assigns coastal councils monitoring, funding, review, and action authority, establishing credible adopter and authorizer types.","source_ids":["S3","S4"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"A fixed event corpus, two independent implementations, a schema-plus-manual comparator, seeded semantic mutations, and predeclared failure conditions make the incremental claim contrastive and falsifiable.","source_ids":["S6","S7"]},"bounded_next_evidence_step":{"status":"YES","reason":"The proposed offline two-signpost replay and mutation study has finite inputs, representations, outputs, comparators, and halt conditions and does not require live alerts.","source_ids":["S6","S7"]},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The bounded step can use synthetic observations, isolated adapters, and disabled notification side effects. It does not change thresholds, authoritative records, public warnings, spending, or adaptation decisions.","source_ids":["S4","S7"]},"credible_cost_scope_and_range":{"status":"YES","reason":"All four estimates state deployment boundaries and labor assumptions and are anchored to 2025 BLS occupational wages, while preserving lower confidence for jurisdiction-dependent launch and recurring work.","source_ids":["S8"]}},"next_evidence_step":"With a named coastal authority, first freeze two policy-owner-approved synthetic signpost specifications and 30 histories spanning unit conversion, missingness, duplicates, out-of-order arrival, corrections, retractions, persistence windows, acknowledgment, suspension, supersession, and replay. Before implementation, seed at least 12 semantic mutants such as missing-as-zero, arrival-time ordering, single-sample breach, destructive revision, duplicate alerts, and undocumented rounding. Have separate people build an event-ledger model and spreadsheet adapter. Compare (A) the proposed black-box contract suite against (B) OGC-style schema validation plus the city's current manual spot-check procedure. Primary outcomes are mutation-detection rate, unexplained cross-implementation divergences, false rejections of harmless representation differences, policy clauses that cannot be expressed without implementation leakage, and staff hours. Falsify the intervention if A misses any predeclared decision-relevant mutant, if conforming implementations disagree on a governed output, if approved semantics require provider-specific internals, or if B achieves equivalent detection with materially lower effort. Keep all alerts offline and retain the current process unchanged.","blocking_evidence":["No direct field evidence quantifies representation-induced signpost or alert divergence in an actual coastal authority.","No named city, policy owner, data steward, or funder has committed authority, staff, specifications, or historical data to a pilot.","No empirical comparison shows that a behavioral oracle detects more consequential defects than schema validation and current manual migration review.","No integrated prototype demonstrates deterministic replay, revision handling, idempotency, or suppression of notification side effects.","Jurisdiction-specific records retention, public-records, accessibility, cybersecurity, procurement, data licensing, and decision-authority requirements remain unassessed.","World novelty, patentability, freedom to operate, market size, and realized impact are explicitly unmeasured."],"research_disposition":"PARTNERED_RESEARCH_PROGRAM","world_novelty_boundary":"The search establishes only that DAPP signposts and triggers, governmental monitoring regimes, standardized observation APIs, conformance tests, and event sourcing are prior art. It did not locate an exact adaptive-signpost behavioral contract with cross-representation state-and-alert conformance, but eight-source bounded web research cannot establish world novelty, patentability, freedom to operate, market size, or realized impact.","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_version":0,"controller_recommendation":{"action":"STOP_EMPIRICAL_RESEARCH_NEEDED","repairable":false,"material_progress_observed":true,"progress_targets":["Secure written offline-pilot authorization from a named coastal authority's policy owner and data/governance owner.","Audit at least two current representations against predeclared histories and quantify actual state, alert, and audit divergences before building the intervention.","Freeze policy-approved missingness, temporal, revision, persistence, acknowledgment, and authority semantics independently of any implementation.","Run the independent two-implementation mutation study against schema-validation and manual-review comparators with thresholds fixed in advance.","Complete jurisdiction-specific records, data licensing, cybersecurity, accessibility, procurement, and decision-authority review before any production connection."],"reason":"Bounded web research verifies the importance of adaptive-pathway monitoring and credible authorizers, and it identifies substantial adjacent prior art. It cannot verify the proposal's precise problem prevalence, adopter commitment, or incremental defect-detection advantage. Those questions require organizational records, policy-owner elicitation, independent implementation, and live or offline field testing rather than more bounded web search."},"proposal_index":3}