{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__logistics_supply_chain","archetype_slug":"deadweight_loss_reduction","domain_slug":"logistics_supply_chain","title":"Scarcity-adjusted freight-terminal dock appointments","opportunity_summary":"Test whether capped scarcity-adjusted dock-slot prices, credits, and protected-load exemptions can shift flexible freight from congested appointment windows into usable off-peak capacity, reducing queues and delay without creating safety, labor, access, or neighborhood harms. The terminal-level coexistence of allocation-driven peak queues and usable off-peak slack remains unverified.","adopter_authorizer":"A capacity-constrained freight terminal operator, subject to confirmation of its contractual, labor, safety, and public-governance authority and coordination with carriers, workers, shippers, and affected communities.","scores":{"meaningful_impact":{"score":4,"rationale":"If allocation-driven peak queues coexist with usable off-peak capacity, the proposal could recover driver and equipment time, improve dock utilization, and prioritize time-sensitive freight without adding docks. The magnitude is uncertain because no terminal load or delay data are supplied."},"stakeholder_pull":{"score":3,"rationale":"Terminal operators, delayed carriers, drivers, and shippers have plausible reasons to value lower queues and better throughput, but the sealed candidate contains no evidence of expressed demand. Small or inflexible carriers, workers, and nearby residents could oppose the intervention if burdens shift to them."},"incremental_advantage":{"score":3,"rationale":"Pricing could allocate scarce peak slots using schedule flexibility more directly than flat pricing and may adapt continuously compared with fixed quotas or priority classes. Its advantage is unproven and disappears if loads cannot retime or administrative allocation achieves similar results with fewer distributional burdens."},"distinctiveness_plausibility":{"score":3,"rationale":"The combined design of shadow pricing, capped charges, credits, protected-load exemptions, monitoring, and rollback is proposal-specific and testable, but prior art is explicitly unsearched. Distinctiveness relative to existing terminal appointment and pricing practices therefore remains uncertain."},"technical_implementability":{"score":4,"rationale":"The intervention uses observable appointment, utilization, queue, price, and safety data and is bounded to one terminal and ordinary nonhazardous freight. Implementation is plausible if an existing digital appointment and billing substrate is available, but integrations, gaming controls, and operational monitoring are unresolved."},"adoption_authority_feasibility":{"score":3,"rationale":"A terminal operator is identifiable and may control appointment terms, but the candidate explicitly conditions authority on contracting, labor, safety, and public-governance review. Multiple parties could constrain adoption or require consent."},"evidence_readiness":{"score":4,"rationale":"The candidate specifies observable variables, alternative queue causes, separate problem and intervention falsifiers, a four-week shadow study, a nearest rival, and halt criteria. Readiness is limited by the absence of actual terminal data and predefined quantitative decision thresholds."},"safety_net_benefit":{"score":4,"rationale":"Credits, protected-load exemptions, price caps, exclusion of hazardous and contract-protected freight, safety monitoring, automatic expiration, and rollback offer meaningful safeguards for vulnerable or inflexible users. Their adequacy and enforceability still require testing."},"scalability":{"score":3,"rationale":"The mechanism could be reproduced at other appointment-based terminals using similar operational data, but queue causes, scheduling flexibility, contracts, labor coverage, technology, and neighborhood impacts are terminal-specific. Replication cannot be assumed from one site."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A four-week, non-live shadow-pricing diagnostic at one terminal, including data extraction, matched-window analysis, schedule-flexibility assessment, preliminary distributional review, and an authority and safety screen.","confidence":"MODERATE","assumptions":["Usable appointment, queue, service-time, utilization, and carrier data already exist.","The study applies simulated prices only and collects no charges.","No new hardware or major data-platform build is required.","Terminal staff and a limited analyst or evaluation team can support the study."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Preparation for a capped one-terminal pilot: pricing and credit rules, protected-load logic, scheduling and billing integration, gaming controls, legal and labor review, training, communications, monitoring, and evaluation setup.","confidence":"LOW","assumptions":["An existing electronic appointment system can be modified rather than replaced.","The pilot covers ordinary nonhazardous freight only.","Contractual and governance review does not require a prolonged proceeding.","Pricing credits are treated as transfers, while their design and administration are included as resource costs."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Operation and evaluation of the capped eight-week pilot at one terminal, including support staffing, carrier assistance, monitoring, incident response, data analysis, and rollback readiness.","confidence":"LOW","assumptions":["The pilot remains limited to one terminal and automatically expires.","No material construction or dock-capacity expansion is undertaken.","Only limited incremental off-peak staffing is needed.","Safety, access, traffic, and noise monitoring can use existing systems supplemented by targeted observation."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"One-terminal steady-state administration, software support, pricing and exemption management, customer support, compliance, evaluation, safety and neighborhood monitoring, and incremental off-peak operational labor where required.","confidence":"LOW","assumptions":["The mechanism proceeds beyond the pilot after favorable evidence.","Substantial new physical capacity is outside scope.","Recurring cost is highly sensitive to off-peak labor coverage and system-integration needs.","Collected charges are not counted as social benefits or as offsets to resource costs."]}},"research_burden":"MODERATE","earliest_credible_horizon":"0_TO_3_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The candidate defines a recognizable allocation problem—simultaneous peak queues and usable off-peak dock capacity—and supplies observable measures and a falsifier, while correctly leaving its occurrence at a particular terminal unverified."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The terminal operator is identified as the prospective authorizer, with carriers, workers, shippers, and public-governance parties identified as necessary participants or constraints."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal makes a separable claim that scarcity-adjusted pricing with credits and exemptions will outperform flat appointments by reducing peak queues and raising off-peak utilization, conditional on feasible load retiming."},"bounded_next_evidence_step":{"status":"YES","reason":"A four-week shadow-pricing study at one terminal is bounded, reversible, non-live, and can compare pricing simulations with the flat-price baseline and administrative quota or priority alternatives."},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The candidate supplies exclusions, monitoring, suspension, and rollback protections, but contractual, labor, safety, billing, and public-governance authority is explicitly unconfirmed."},"implementation_cost_scope_and_range":{"status":"YES","reason":"The one-terminal shadow study and capped eight-week pilot provide enough scope to assign broad resource-equivalent bands, although integration, staffing, and compliance uncertainty makes deployment estimates low confidence."}},"blocking_evidence":["Terminal data demonstrating that excess peak demand and usable off-peak capacity coexist for delayed loads after controlling for loading time, inspections, labor, and upstream lateness.","Evidence that a meaningful share of eligible freight can retime within driver-hour, production, perishability, consignee-staffing, and contract constraints.","Confirmation of the terminal operator's contractual, labor, safety, billing, and public-governance authority to vary appointment charges and grant credits or exemptions.","A distributional assessment of effects on small, inflexible, or cash-constrained carriers and protected freight.","Evidence that off-peak movement would not create unacceptable worker-fatigue, road-safety, traffic, noise, or emissions displacement.","Comparative evidence that the pricing mechanism is likely to improve allocation beyond revised quotas or priority classes without excessive administrative burden."],"next_evidence_step":"Run the specified four-week shadow-pricing study using matched appointment windows and eligible loads. Compare simulated capped pricing with the flat-price baseline and a quota or priority-class rival on predicted peak queue time, off-peak utilization, feasible retiming, and distributional and safety indicators. Do not impose charges. Stop progression if queues are explained by processing capacity, delayed loads lack usable off-peak alternatives, predicted queue reduction is immaterial, or modeled access, labor, safety, neighborhood, or administrative harms outweigh the recovered delay value.","research_questions":["Do delayed peak loads have concurrently usable off-peak slots after controlling for service duration, inspections, labor availability, and upstream arrival uncertainty?","What proportion of eligible loads can retime, and how does flexibility vary by carrier size, freight priority, contract terms, driver hours, perishability, and consignee staffing?","How would capped prices, credits, and exemptions affect small or liquidity-constrained carriers relative to large carriers?","Would administrative quotas or priority classes produce comparable queue and utilization improvements with lower compliance and distributional costs?","What incremental labor, safety, traffic, noise, emissions, software, and administrative costs would off-peak utilization create?","Which authority, consent, contracting, billing, and labor requirements must be satisfied before any live pilot?","What predeclared effect, harm, and rollback thresholds would justify advancing from shadow analysis to a live pilot?","How vulnerable is the mechanism to slot resale, strategic cancellation, induced demand, and other gaming?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["No terminal-specific prevalence, demand, queue-cause, schedule-flexibility, or effect data are supplied.","No stakeholder-demand or willingness-to-adopt evidence is supplied.","Prior art is unsearched, so novelty and prevalence of similar terminal practices are unmeasured.","Cost bands are resource-equivalent planning ranges, not observed costs, and depend strongly on existing software and off-peak labor needs.","Authority and safeguard enforceability remain conditional on external review.","Potential transfers, including collected charges, must not be mistaken for recovered social value."],"closed_book_prior_art_boundary":"This assessment makes no claim about novelty, existing implementations, prevalence, market size, realized impact, or comparative prior art. The sealed packet supports only a conditional structural case, a bounded diagnostic, and testable falsifiers; external research is required before any distinctiveness claim."}