{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"invariant_mode_decomposition_design__public_administration_policy","archetype_slug":"invariant_mode_decomposition_design","domain_slug":"public_administration_policy","title":"Modal control of backlog propagation across linked public-service queues","opportunity_summary":"Test whether linked administrative queues contain stable, amplifying workload combinations that coordinated staffing or cross-training controls can damp without transferring delay to another office or resident group. The candidate is specific, falsifiable, and safety-bounded, but it supplies no evidence that the proposed modal structure exists in a particular administration or is externally distinctive.","adopter_authorizer":"An accountable public-program administrator, with required data-governance, labor, legal, and service-equity review.","scores":{"meaningful_impact":{"score":4,"rationale":"If reproducible cross-queue amplification exists, damping it could reduce total and distributional delay, missed statutory targets, and reactive reallocations across linked services. The packet does not establish how often or how severely this problem occurs."},"stakeholder_pull":{"score":3,"rationale":"Residents, frontline offices, program managers, and oversight staff have plausible interests in timely and equitable service, but the sealed candidate contains no documented adopter demand, complaints, procurement interest, or commitment to participate."},"incremental_advantage":{"score":3,"rationale":"The proposal could improve on separate queue dashboards and isolated-bottleneck analysis by detecting propagation and backlog transfer across offices. Whether this yields better decisions than simpler controls is an untested central claim."},"distinctiveness_plausibility":{"score":3,"rationale":"The coupled-mode mechanism is internally distinguishable from the named baseline and nearest rival, but prior art in queueing, workflow control, system dynamics, and public-service operations is explicitly unsearched."},"technical_implementability":{"score":3,"rationale":"The specified weekly event aggregates, temporal holdout, residual checks, and reversible administrative controls make a test technically conceivable. Implementability depends on data consistency, well-conditioned repeatable modes, adequate control leverage, and resilience to policy-driven drift, none of which is demonstrated."},"adoption_authority_feasibility":{"score":4,"rationale":"A specific accountable authorizer and necessary governance reviewers are identified, and the proposed adjustment is bounded and reversible. Actual legal, labor, data-governance, and partner approvals remain administration-specific."},"evidence_readiness":{"score":3,"rationale":"The packet supplies observable variables, distinct problem and intervention falsifiers, holdout validation, comparison targets, and halt rules. It supplies no empirical dataset, fitted result, causal evidence, or committed agency partner."},"safety_net_benefit":{"score":4,"rationale":"The objective directly includes timely and equitable access to benefits or permits, with subgroup-delay checks and prohibitions on rationing, eligibility automation, and withholding required service. Benefit remains conditional on avoiding backlog transfer and false causal interpretation."},"scalability":{"score":3,"rationale":"The method could in principle be reused across linked workflows using common administrative event types, but workflow definitions, legal rules, missing queues, control options, and model drift may require substantial local re-estimation and governance."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"A bounded retrospective study for one public-service program using de-identified weekly aggregates, including data preparation, modal and simpler-comparator analyses, temporal holdout evaluation, equity checks, and a limited prior-art review.","confidence":"LOW","assumptions":["Existing administrative event data are accessible and can be consistently aggregated.","No new resident-level data collection or production-system integration is required.","Agency data, legal, and equity personnel contribute limited review time.","The analysis covers one program rather than an entire jurisdiction."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Preparation and execution of a small, reversible, multi-office pilot after retrospective validation, including governance approvals, data pipelines, preregistration, staff coordination, cross-training or allocation changes, monitoring, and evaluation.","confidence":"LOW","assumptions":["Volunteer offices and an accountable program administrator are available.","The pilot changes staffing or cross-training rather than core eligibility systems.","No major procurement, collective-bargaining change, or replacement of case-management software is necessary.","Existing statutory service levels can be maintained during the pilot."]},"operational_launch":{"band_2026_usd":"1M_TO_5M","scope":"Production launch across one sizable public-service program with multiple linked offices, including reliable integrations, monitoring and rollback capability, staff training, governance documentation, model validation, and implementation evaluation.","confidence":"LOW","assumptions":["Scope is one program or agency network, not government-wide deployment.","Several workflow and staffing systems require integration.","Security, accessibility, privacy, labor, legal, and equity controls are included.","Material customization is needed across offices but no wholesale replacement of operational systems occurs."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"Annual operation for one deployed program, covering data maintenance, drift and residual monitoring, periodic re-estimation, audits, governance review, staff support, software, and outcome evaluation.","confidence":"LOW","assumptions":["A small interdisciplinary operations, analytics, and governance team supports the system.","Policy or workflow changes require periodic revalidation but not continuous redevelopment.","Costs exclude major expansion to additional agencies or jurisdictions.","The model remains advisory and does not automate individual eligibility or personnel decisions."]}},"research_burden":"HIGH","earliest_credible_horizon":"12_TO_36_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The candidate clearly specifies linked-queue backlog amplification and observable consequences, but explicitly treats the existence of stable amplifying combinations in any particular administration as a hypothesis and supplies no prevalence or case evidence."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The accountable program administrator is identified as the pilot authorizer, with data-governance, labor, legal, and service-equity reviewers named."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that modal control can reduce total and distributional delay without transferring backlog, beyond separate dashboards or isolated-bottleneck analysis; temporal holdout and intervention falsifiers can reject that claim."},"bounded_next_evidence_step":{"status":"YES","reason":"A retrospective earlier-weeks versus later-weeks study using historical de-identified aggregates can compare the modal account with common-shock and isolated-bottleneck explanations without changing live services."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The model is denied decision authority, consequential uses are excluded, required reviews are identified, and explicit halt and rollback conditions cover prediction error, mode instability, subgroup harm, excessive workload, and rule changes."},"implementation_cost_scope_and_range":{"status":"YES","reason":"Broad resource bands can be scoped for retrospective evidence, a small reversible pilot, one-program launch, and recurring operation, although low confidence is necessary because jurisdictional scale, data condition, and approval burden are unspecified."}},"blocking_evidence":["No evidence shows that a well-conditioned, repeatable amplifying modal structure survives temporal holdout in a real linked public-service workflow.","No comparison establishes that the modal model adds decision-relevant accuracy or control value beyond exogenous-demand, seasonality, policy-deadline, and isolated-bottleneck explanations.","No evidence shows that feasible staffing or cross-training adjustments can selectively influence the targeted mode without shifting delay, worsening subgroup outcomes, or exceeding staff workload limits.","No adopter commitment, data-access agreement, governance determination, or operational feasibility assessment is supplied.","External distinctiveness and the closest implemented prior art remain unmeasured."],"next_evidence_step":"Using one program's pre-existing de-identified weekly aggregates, preregister an earlier-period fit and later-period holdout comparing the proposed coupled modal model against common-demand-shock and isolated-bottleneck models. Reject further intervention work if no stable mode repeats, if consequential residuals remain structured, or if the modal model provides no decision-relevant improvement; do not alter live operations in this step.","research_questions":["Does reproducible cross-queue propagation remain after controlling for common demand shocks, seasonality, deadlines, staffing changes, and data-definition changes?","Are the retained modes sufficiently well-conditioned and stable over a useful validity window to guide any administrative control?","Do feasible staffing or cross-training actions have selective leverage over the risky modal coordinate?","Would changing that coordinate improve both total and distributional delay rather than transfer backlog to another queue or subgroup?","What existing queueing, workflow-control, process-mining, system-dynamics, or public-service operations approaches most closely match this mechanism and intervention design?","Can the necessary aggregates, approvals, staff participation, and statutory safeguards be obtained at an acceptable local burden?"],"recommendation":"PARTNERED_RESEARCH","uncertainty_constraints":["Problem prevalence and severity are unsupported by the sealed packet.","The existence, conditioning, stability, and causal meaning of administrative modes are unproven.","The proposal's advantage over simpler explanations and controls is unmeasured.","Prior art, world novelty, adopter demand, and market size are outside the closed-book evidence.","Cost bands are resource-equivalent planning ranges, not observed implementation costs, and depend strongly on data quality, program scale, governance requirements, and system integration.","Administrative discretion, strategic adaptation, legal constraints, and abrupt policy changes may invalidate the local linear approximation.","A prospective operational comparison would require separate authorization after retrospective evidence; it is not implied by this assessment."],"closed_book_prior_art_boundary":"The sealed candidate supports only internal differentiation from separate queue dashboards and isolated-bottleneck process analysis. It provides no basis to claim novelty, rarity, prevalence, realized impact, or superiority relative to external queueing, system-dynamics, workflow-control, process-mining, or public-administration research and implementations."}