{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"negative_space_design__environmental_climate","archetype_slug":"negative_space_design","domain_slug":"environmental_climate","title":"Protected Absence for Climate-Hazard Dashboard Signal Isolation","opportunity_summary":"Test whether reversibly demoting noncritical dashboard elements and protecting space around the active hazard-location-threshold-action unit improves operator interpretation relative to both a comprehensive multi-panel baseline and a visual-hierarchy redesign. The candidate is specific, falsifiable, and safe for offline evaluation, but baseline problem prevalence, comparative performance, distinctiveness, accessibility effects, and compound-hazard safety remain unverified.","adopter_authorizer":"A municipal climate-service product owner together with the responsible emergency-management authority, subject to accessibility and scientific-review approval.","scores":{"meaningful_impact":{"score":4,"rationale":"The proposal targets delayed or incorrect climate-hazard interpretation, which could materially affect preparation decisions and alert fatigue. Impact is potentially substantial, but the frequency of the stated failures and realized decision consequences are unsupported in the sealed candidate."},"stakeholder_pull":{"score":3,"rationale":"Municipal climate-service teams and emergency managers have a plausible interest in faster, more accurate interpretation, and the affected users are identified. No interviews, requests, adoption commitments, or evidence that dashboard crowding is a stakeholder priority are provided."},"incremental_advantage":{"score":3,"rationale":"Protected absence and reversible demotion make a testable incremental claim beyond the named visual-hierarchy rival, which retains every element. Whether this produces better accuracy or response time without losing comparison context is wholly untested."},"distinctiveness_plausibility":{"score":3,"rationale":"The proposal identifies a coherent distinction from its nearest stated rival by reserving absence rather than relying only on color, size, and order. Prior art is explicitly unsearched, so broader distinctiveness cannot be established closed-book."},"technical_implementability":{"score":4,"rationale":"An offline prototype can plausibly implement spacing, element demotion, labeled empty states, and evidence recovery without changing hazard models, thresholds, or live alert routing. Production implementation across small displays, accessibility modes, and compound-hazard views remains more demanding."},"adoption_authority_feasibility":{"score":4,"rationale":"The candidate identifies the climate-service product owner and emergency-management authority, with accessibility and scientific reviewers, as the relevant authorizers. Actual authority allocation, procurement constraints, and willingness to approve an operational change are not evidenced."},"evidence_readiness":{"score":4,"rationale":"The packet supplies observable outcomes, baseline and intervention falsifiers, a nearest-rival comparison, offline scenarios, explicit safety endpoints, and halt conditions. Representative scenario selection, participant access, endpoint thresholds, and study power still require specification."},"safety_net_benefit":{"score":3,"rationale":"The intervention could reduce missed active thresholds and persistent visual alarm, and it includes reversible demotion, labeled empty states, preserved safety disclosures, and rollback rules. It could also conceal compound-hazard evidence or falsely signal safety, leaving the net protective effect uncertain."},"scalability":{"score":3,"rationale":"The layout mechanism could be expressed as reusable dashboard templates, but performance may vary by hazard combination, display size, user expertise, accessibility need, and local alert workflow. The candidate provides no evidence of transfer across systems or municipalities."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Design prototypes and run a stage-gated offline comparison of the comprehensive baseline, the visual-hierarchy rival, and protected absence using archived or synthetic single- and compound-hazard scenarios, including operator recruitment, accessibility evaluation, analysis, and study coordination.","confidence":"MODERATE","assumptions":["The study covers one municipal dashboard family rather than multiple production systems.","Both experienced and less-experienced operators are recruited, with relevant accessibility representation.","No live incident testing, operational integration, or alert-routing change occurs.","Existing archived data or credible synthetic scenarios are available without major licensing expense."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Convert a successful prototype into a production-ready design for one municipal dashboard, including front-end engineering, evidence-recovery behavior, accessibility work, scientific and legal review, telemetry, security review, and integration testing.","confidence":"LOW","assumptions":["The existing dashboard supports modular interface changes without replacement of its data platform.","Hazard thresholds, models, and alert-routing infrastructure remain unchanged.","The scope is one municipality and a limited set of dashboard views.","Legally required warnings and critical provenance remain continuously available."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Prepare and execute a controlled operational launch for one municipality, including user training, scenario exercises, documentation, support readiness, staged release, monitoring, and rollback capability.","confidence":"LOW","assumptions":["Offline evidence satisfies scientific, accessibility, and emergency-management reviewers.","Launch occurs outside live incidents and proceeds through controlled stages.","Existing staff and deployment infrastructure can support the release.","No major procurement or cross-agency platform migration is required."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Maintain layouts and empty-state logic, test new hazard layers and display formats, monitor interpretation and accessibility outcomes, conduct periodic compound-hazard exercises, and retain rollback and support readiness for one deployed system.","confidence":"LOW","assumptions":["The intervention does not require new sensing or modeling infrastructure.","Dashboard content and hazard products change at a moderate rate.","Periodic evaluation includes labor from interface, scientific, accessibility, and emergency-management personnel.","The estimate excludes expansion to additional municipalities or unrelated dashboard platforms."]}},"research_burden":"MODERATE","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The candidate defines observable errors, response-time delays, and a problem falsifier, making the problem testable. It provides no external or representative evidence that such failures occur, correlate with simultaneous visibility, or are consequentially prevalent."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The sealed candidate specifically names the climate-service product owner and responsible emergency-management authority, with accessibility and scientific-review approval, as authorizers."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that protected space and reversible demotion will improve threshold recognition beyond both the comprehensive baseline and a visual-hierarchy redesign that retains all elements; accuracy, response time, secondary-hazard misses, and empty-state confusion can test the claim."},"bounded_next_evidence_step":{"status":"YES","reason":"The authorized first step is an offline within-subject prototype comparison using archived or synthetic scenarios, with no live dashboard or alert-routing change and explicit outcome and halt criteria."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"For the offline evidence step, authority is identified and the candidate excludes live incidents, threshold changes, required-warning suppression, and hidden uncertainty. Reversion criteria cover missed thresholds, empty-state confusion, evidence recovery, and worsened accessibility; these safeguards do not authorize deployment."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The prototype scope is bounded, but the sealed candidate does not specify dashboard architecture, number of hazard views, integration effort, participant access, procurement constraints, or operational maintenance requirements. Only assumption-dependent broad bands can therefore be assigned."}},"blocking_evidence":["Representative evidence that baseline users actually miss or delay recognition of active thresholds and that errors correlate with simultaneous element competition.","Comparative evidence that protected absence improves action accuracy or response time beyond both the comprehensive baseline and the visual-hierarchy rival.","Evidence that demoted secondary signals do not increase missed compound or cascading hazards and that users can promptly recover supporting evidence.","Evidence that labeled empty states reliably distinguish no hazard, unavailable data, and data-quality failure.","Accessibility results across relevant presentation needs and small-display conditions, with no disparity relative to baseline.","Confirmation from actual product and emergency-management authorities that the problem is important enough to justify production integration and governance effort.","A bounded prior-art review establishing whether the claimed mechanism is meaningfully distinct from existing dashboard and human-factors practice."],"next_evidence_step":"Run a preregistered, stage-gated offline within-subject study using representative archived or synthetic single- and compound-hazard scenarios. First compare baseline performance across low- and high-competition views; stop if operators already identify the active threshold and action quickly and reliably or errors do not track element competition. If that falsifier is not met, compare the comprehensive baseline, the visual-hierarchy rival, and the protected-absence prototype on correct action selection and response time, while treating missed secondary hazards, empty-state confusion, failed evidence recovery, and worsened accessibility as safety failures.","research_questions":["Do representative operators exhibit the proposed baseline interpretation failure, and is it associated with simultaneous visibility rather than model quality, hazard literacy, unclear authority, or conflicting protocols?","Does protected absence outperform the comprehensive baseline and the visual-hierarchy rival on correct threshold recognition, action selection, and response time?","Which secondary signals must remain concurrently visible to preserve detection of compound or cascading hazards?","Can users reliably distinguish no hazard from unavailable, stale, or low-quality data in every proposed empty state?","How do expertise, accessibility needs, display size, hazard type, and time pressure modify benefits or harms?","How quickly and accurately can users recover provenance, uncertainty, timestamps, and secondary evidence after demotion?","What existing dashboard or human-factors approaches overlap with the mechanism, and what incremental claim remains after prior-art review?","Which product owner, emergency-management authority, and review bodies would control deployment, and what evidence thresholds would they require?","What production architecture, number of views, integration dependencies, and maintenance cadence determine actual implementation burden?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["This is a closed-book assessment with no external validation of problem prevalence, stakeholder demand, market size, prior art, or realized impact.","The causal attribution to attention competition remains a hypothesis; alternative causes named in the candidate have not been separated empirically.","All cost bands are resource-equivalent planning ranges based on a one-municipality scope and unspecified technical architecture.","The offline prototype may not reproduce the time pressure, accountability, interruptions, or compound-hazard complexity of operational incidents.","The candidate supports inquiry and offline testing only; it does not support live deployment or changes to alert routing or hazard thresholds."],"closed_book_prior_art_boundary":"Prior art is explicitly classified as UNSEARCHED and world novelty is unmeasured. This assessment recognizes only the candidate's stated contrast with a visual-hierarchy redesign; it makes no claim about novelty, prevalence, existing implementations, or defensibility relative to external dashboard, alerting, visualization, accessibility, or human-factors practice."}