{"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__art_aesthetics","archetype_slug":"deadweight_loss_reduction","domain_slug":"art_aesthetics","title":"Segmented Open-Reuse Path for Eligible Museum Images","opportunity_summary":"For a bounded set of independently verified public-domain museum images, replace fees and bespoke permissions with standardized open terms and attribution guidance, testing whether reduced cost, delay, and uncertainty increase legitimate reuse without unacceptable rights, cultural, privacy, revenue, workload, or reputational harm.","adopter_authorizer":"A museum governing body, acting through delegated curatorial, rights, legal, digitization, and cultural-stewardship officers.","scores":{"meaningful_impact":{"score":3,"rationale":"The proposal could recover cultural circulation, educational and creative use, applicant time, and administrative capacity, but the sealed record contains no evidence about the prevalence, magnitude, or value of abandoned and delayed reuse."},"stakeholder_pull":{"score":2,"rationale":"Potential beneficiaries and affected museum functions are identifiable, but no requester demand, staff support, funder interest, complaint history, or willingness to adopt is demonstrated."},"incremental_advantage":{"score":4,"rationale":"Relative to request-by-request licensing, the proposal addresses fees, approval delay, and eligibility uncertainty together; relative to simply lowering fees, segmentation and standardized terms add a clear procedural advantage, although realized gains remain untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The segmented composition is internally coherent, but prior-art status is explicitly unsearched and the packet provides no basis for distinguishing it from existing museum open-reuse practices."},"technical_implementability":{"score":4,"rationale":"The bounded intervention primarily requires eligibility review, standardized terms, attribution guidance, tracking, and withdrawal controls rather than novel technology; implementation details and staff capacity are still unspecified."},"adoption_authority_feasibility":{"score":4,"rationale":"The relevant museum governing and delegated stewardship authorities are explicitly identified, and the pilot preserves restricted material and rollback authority; revenue, donor, and internal-policy objections could still impede authorization."},"evidence_readiness":{"score":3,"rationale":"The candidate supplies separate problem and intervention falsifiers, a matched comparison concept, and a bounded 100-image pilot, but matching, outcomes, thresholds, observation windows, and continuation rules are not operationalized."},"safety_net_benefit":{"score":4,"rationale":"Eligibility verification, exclusion of unresolved files, file withdrawal, predefined pause thresholds, and restoration of prior review provide substantial containment, though cultural and reputational harms may be difficult to detect or reverse fully."},"scalability":{"score":3,"rationale":"Standard terms and repeatable eligibility review could extend to additional images, but file-specific rights, privacy, donor, cultural, and security assessments may impose continuing labor and limit uniform scaling."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A bounded retrospective audit of one museum's reuse requests, abandonment and turnaround records, fee revenue, staff workload, and eligibility outcomes, including a preregistered comparison and materiality threshold.","confidence":"LOW","assumptions":["Usable request and licensing records already exist.","The analysis is limited to one museum and a defined historical window.","Some staff, legal, and cultural-stewardship review is required.","No live image release occurs during this step."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Design and preparation of the proposed six-month, 100-image pilot, including independent eligibility verification, legal and cultural review, standardized terms, attribution guidance, measurement design, staff training, and monitoring setup.","confidence":"LOW","assumptions":["Most images have accessible provenance and rights documentation.","No major software replacement is required.","Independent verification and partner coordination are included.","The museum can use existing publication and asset-management infrastructure."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Expansion from a successful pilot to a materially larger eligible segment at one museum, including collection review, workflow integration, governance, communications, monitoring, and evaluation.","confidence":"LOW","assumptions":["Launch remains limited to one institution.","Expansion requires substantially more file-level review than the pilot.","Existing digitized assets and core systems are retained.","The band excludes forgone licensing revenue because its magnitude is unknown rather than assuming it is zero."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Ongoing eligibility review for newly added files, policy administration, attribution support, complaint handling, withdrawals, harm monitoring, data reporting, and periodic evaluation at one museum.","confidence":"LOW","assumptions":["The program covers a bounded eligible segment rather than the entire collection.","Recurring work can be absorbed partly by existing rights, legal, curatorial, and digital staff.","Complaint and withdrawal volumes remain manageable.","No exact fee-revenue effect is assumed."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The candidate clearly specifies a plausible fee-and-approval barrier, but the observable suppression of reuse is labeled a hypothesis and no local request, delay, abandonment, or workload evidence establishes its materiality."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The museum governing body and delegated curatorial, rights, legal, digitization, and cultural-stewardship officers are expressly identified as decision authorities."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that removing fees and bespoke approval for verified eligible images will increase completed legitimate reuse relative to matched baseline images without exceeding preset harm thresholds; this is separable from merely lowering fees."},"bounded_next_evidence_step":{"status":"YES","reason":"A retrospective, single-institution records audit can compare high-friction eligible requests with lower-friction or already-open cases and falsify the problem premise before any live release."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The candidate excludes unresolved material, assigns authority, limits exposure, and specifies withdrawal, pause, and rollback paths; no unavoidable stop is identified in the sealed record."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The 100-image pilot bounds initial scope, but staffing, record quality, verification complexity, systems work, revenue exposure, and the intended scale after the pilot are unspecified, so only broad conditional bands are supportable."}},"blocking_evidence":["Local evidence that fees or case-by-case approvals materially cause abandonment, delay, narrowing, or substitution among otherwise eligible reuse requests.","A separation of avoidable process friction from review required for rights, privacy, donor, cultural, reputational, or security protections.","Measured fee revenue, staff workload, digitization funding dependence, and the likely operational effect of removing bespoke review.","Preregistered definitions for meaningful completed reuse, matching, observation windows, harm indicators, pause thresholds, and continuation criteria.","Evidence about whether the proposed segmented composition differs materially from existing museum open-reuse approaches."],"next_evidence_step":"Conduct a preregistered retrospective audit of a defined recent period of one museum's request records, comparing independently classified eligible public-domain requests exposed to fees and manual approval with matched lower-friction or already-open cases. Measure completion, abandonment, delay, staff workload, and revenue, and reject the problem premise if attributable abandonment or delay is negligible or if the barriers chiefly enforce unavoidable protections.","research_questions":["What proportion of otherwise eligible requests are abandoned, delayed, narrowed, or diverted because of fees, bespoke approval, or uncertainty?","How do completion time, completed legitimate reuse, and staff workload differ between high-friction and comparable lower-friction images?","Which reviews are avoidable for verified public-domain images, and which remain necessary for privacy, donor, cultural, security, or contextual reasons?","How much fee revenue and digitization support are associated with the eligible segment, and what resources would replace any material loss?","Which measurable outcomes distinguish meaningful educational, scholarly, or creative reuse from downloads or low-value traffic?","What complaint, harm, revenue, and workload thresholds would require withdrawal, pause, or termination?","Does the segmented combination of eligibility verification, standardized open terms, and attribution guidance differ from existing museum practices?","How sensitive would pilot results be to image popularity, unusually safe selection, or biased matching? "],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["The sealed record provides no verified prevalence, demand, market-size, realized-impact, or local operational data.","The behavioral premise that friction suppresses legitimate reuse is explicitly hypothetical.","Prior art is unsearched, so no novelty or distinctiveness claim is established.","Art reuse can create cultural, moral, contextual, and reputational harms not captured by monetary or download measures.","Cost bands are conditional resource-equivalent ranges, not estimates derived from museum staffing, systems, or revenue records.","A successful retrospective association would not by itself establish the causal effect or safety of a live policy change."],"closed_book_prior_art_boundary":"No external prior-art assessment is made. The candidate's prior-art status is UNSEARCHED, and the sealed packet supplies no evidence about the prevalence or distinctiveness of comparable museum open-access, rights-clearance, or segmented reuse programs."}