{"schema_version":1,"research_id":"eoa_inverse_innovation_exp05_external_evaluation_20260803","source_assessment_id":"deadweight_loss_reduction__material_culture_museum_studies:P3:v0","cell_id":"deadweight_loss_reduction__material_culture_museum_studies","search_queries":["museum image reproduction fees abandoned publication requests study open access costs rights clearance","official museum open access policy image fees existing digital files Smithsonian Open Access terms","museum reproduction fees cost recovery study Simon Tanner 2004","rights reproduction fees museums open access evidence publications images withheld","site:kressfoundation.org Tanner Reproduction Charging Models Rights Policy Digital Images American Art Museums PDF","Effie Kapsalis impact of open access on galleries libraries museums 2016 PDF Smithsonian","museum open access business model reproduction fees revenue costs study primary survey","AAMD open access images public domain museum guidelines reproduction fees","\"Reproduction Charging Models\" museum Tanner pdf","\"Reproduction charging models and rights policy\"","site:kressfoundation.org \"reproduction charging\"","Simon Tanner King’s Digital Consultancy Services museum image fees revenue report","Local Contexts TK Labels museum cultural authority official","CARE Principles Indigenous Data Governance official GIDA","Europeana Public Domain Charter digitization rights official","museum open access culturally sensitive materials indigenous protocol official guidance","site:si.edu \"SMITHSONIAN DIRECTIVE 609\" 2025 allowable fees","site:si.edu/sites/default/files/about/sd609.pdf \"Holding units shall not charge\"","site:si.edu \"Digital Asset Access and Use\" \"September\" 2025 Smithsonian"],"sources":[{"source_id":"S1","title":"Reproduction Charging Models & Rights Policy for Digital Images in American Art Museums: A Mellon Foundation Study","publisher":"King's College London / Andrew W. Mellon Foundation","url":"https://kings-qa.qa.elsevierpure.com/files/104647946/Reproduction_charging_models_TANNER_Published_2004_GREEN_VoR.pdf","source_class":"PRIMARY_RESEARCH","publication_date":"2004-11-19","accessed_at":"2026-08-03","claims_supported":["A survey of 100 U.S. art museums plus 20 interviews found imaging and rights fees commonly separated into asset and licensing charges.","Asset prices were generally based on market comparisons rather than measured service costs; few museums could decompose prices into cost components.","No interviewed museum claimed significant surplus or profit after expenditure, while most transactions were nonprofit or educational and 88% of scholarly and educational transactions involved publication.","Rights, staffing, metadata, infrastructure, payment collection, and centralized administration are material workflow costs and risks."]},{"source_id":"S2","title":"The Impact of Open Access on Galleries, Libraries, Museums, & Archives","publisher":"Smithsonian Institution Archives","url":"https://siarchives.si.edu/sites/default/files/pdfs/2016_03_10_OpenCollections_Public.pdf","source_class":"AUTHORITATIVE_SECONDARY","publication_date":"2016-04-27","accessed_at":"2026-08-03","claims_supported":["More than 50 cultural institutions had pursued some form of open access by 2016.","The report associates open access with increased collection use, mission advancement, lower rights-management overhead, and staff reassignment.","Reported risks include infrastructure demand, workload when self-service is absent, foregone reproduction revenue, and some loss of control.","Restrictive policies can consume staff time, reduce awareness and collaboration, and conflict with funder openness preferences."]},{"source_id":"S3","title":"Open Access","publisher":"Cleveland Museum of Art","url":"https://www.clevelandart.org/open-access","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2019-01","accessed_at":"2026-08-03","claims_supported":["Cleveland provides self-service, high-resolution CC0 images of public-domain works without permission or fees.","Copyrighted, donor-restricted, lender-restricted, incompletely owned, or undigitized works remain outside open access.","Separate image services carry a $75 processing fee and potentially additional charges.","The museum exposes rights status in metadata and operates an API and downloadable data, demonstrating technical feasibility."]},{"source_id":"S4","title":"Smithsonian Directive 609: Digital Asset Access and Use","publisher":"Smithsonian Institution","url":"https://www.si.edu/content/pdf/about/sd/SD609.pdf","source_class":"OFFICIAL_GUIDANCE","publication_date":"2019-12-19","accessed_at":"2026-08-03","claims_supported":["Publicly accessible eligible digital assets may be used automatically, and holding units may not charge access or use fees for them.","Units may charge for additional services such as generating a new or higher-resolution asset and may charge for restricted assets.","The directive assigns policy, legal, IT, holding-unit, documentation, and decision responsibilities.","Copyright, privacy, contractual limits, repatriation, provenance, sensitive cultural content, resource limitations, and other restrictions remain independent gates."]},{"source_id":"S5","title":"Making The Met's Collection More Accessible","publisher":"The Metropolitan Museum of Art","url":"https://www.metmuseum.org/ja/perspectives/open-access","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2017-02-07","accessed_at":"2026-08-03","claims_supported":["The Met made more than 375,000 images of public-domain artworks available under CC0 for unrestricted use without permission or fees.","The museum explicitly connected the change to its access mission and the needs of contemporary audiences."]},{"source_id":"S6","title":"Image Reproductions","publisher":"The Wolfsonian–Florida International University","url":"https://wolfsonian.org/research/image-reproductions/","source_class":"COMMERCIAL_FIRST_PARTY","publication_date":"n.d.","accessed_at":"2026-08-03","claims_supported":["A current museum fee schedule charges per-image production fees, separate commercial-use fees, hourly special-handling charges, and rush charges.","Noncommercial use is generally free while commercial licensing is $100 per image.","The museum does not grant or confirm third-party copyright, illustrating that payment and rights clearance are separate."]},{"source_id":"S7","title":"A Museum Guide to Digital Rights Management","publisher":"Canadian Heritage Information Network, Government of Canada","url":"https://www.canada.ca/en/heritage-information-network/services/intellectual-property-copyright/guide-digital-rights-management.html","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2020","accessed_at":"2026-08-03","claims_supported":["Museum rights-out workflows begin with documented object and image rights status and then track requests, permissions, fees, fulfillment, payment, and downstream use.","Rights information can be stored in collection-management systems, but bundled human-readable rights fields create interpretation and scaling problems.","The guide reports prior evidence that digital-image licensing rarely generates museum profit and describes automation pressure as image demand grows."]},{"source_id":"S8","title":"The CARE Principles for Indigenous Data Governance","publisher":"Global Indigenous Data Alliance","url":"https://www.gida-global.org/careprinciples","source_class":"STANDARD","publication_date":"2019","accessed_at":"2026-08-03","claims_supported":["Open-data practices can neglect Indigenous rights, interests, power differences, and historical context.","Authority to control, collective benefit, responsibility, and ethics must complement technical reusability.","Cultural authorization cannot safely be inferred from copyright clearance or a payment decision."]}],"problem_evidence":{"support":"MODERATE","rationale":"The wedge is visible: systematic research found museum image prices commonly referenced market schedules rather than measured service costs, current institutions still levy separate per-image production and use fees, and open-access evidence associates removal of restrictions with greater use and lower administration. However, no source quantifies the current prevalence of fee-caused abandonment for already-created, preverified files, and the 2004 survey may not represent 2026 practice.","source_ids":["S1","S2","S6"]},"stakeholder_evidence":{"support":"MODERATE","rationale":"The Met, Cleveland, and Smithsonian are identifiable institutional adopters or authorizers of closely related no-fee eligible-asset policies, and they explicitly connect openness to access missions and audience needs. The Smithsonian directive also identifies responsible decision offices. No museum is identified as requesting this particular one-year pilot, and the cited funder interest is historical rather than a verified 2026 funding offer.","source_ids":["S2","S3","S4","S5"]},"prior_art":{"proximity":"ESTABLISHED_PRACTICE","closest_analogues":[{"name":"Smithsonian Directive 609 eligible-asset/service-fee model","similarity":"Nearly exact policy analogue: no access or use fees for publicly accessible eligible assets, charges allowed for additional services, with documented legal, cultural, privacy, provenance, contractual, and resource restrictions.","remaining_difference":"The directive is an operating policy rather than the candidate's one-year request-level causal audit, revenue ceiling, and paper counterfactual evaluation.","source_ids":["S4"]},{"name":"Cleveland Museum of Art Open Access plus paid image services","similarity":"Implements free self-service high-resolution reuse for preclassified public-domain images while excluding restricted or undigitized works and charging separately for image services.","remaining_difference":"Cleveland uses a broad standing CC0 program; the candidate proposes a narrower, expiring pilot and explicit incidence and foregone-revenue tests.","source_ids":["S3"]},{"name":"The Met Open Access","similarity":"Eliminates permission and fees for a large preidentified set of public-domain collection images to advance access and reuse.","remaining_difference":"The Met policy is broader and does not publicly describe the candidate's request-cost decomposition, cultural-authority gate, or controlled revenue cap.","source_ids":["S5"]},{"name":"Wolfsonian tiered reproduction schedule","similarity":"Separates image production, commercial use, special handling, and rush charges and keeps copyright clearance distinct.","remaining_difference":"It retains standardized commercial-use fees and does not offer the candidate's zero-cost eligible self-service tier or causal pilot evaluation.","source_ids":["S6"]},{"name":"Tanner purpose and cost analysis of museum imaging and rights services","similarity":"Directly distinguishes asset and rights charges and examines whether prices correspond to costs, revenues, mission, and service organization.","remaining_difference":"It is a sector study and recommendation base, not a prospective museum-specific pilot with cultural safeguards and falsifiers.","source_ids":["S1"]}],"distinctive_claim_remaining":"No world-novel mechanism remains established. The contrastive, falsifiable museum-specific claim is that, within one named collection, a measurable set of otherwise eligible requests is abandoned because a bundled fee exceeds attributable incremental service and infrastructure cost, and that a safeguarded self-service tier would enable additional legitimate reuse without unacceptable workload, stewardship funding loss, benefit concentration, misuse, or rights and cultural harm.","confidence":"HIGH"},"implementation_evidence":{"support":"STRONG","rationale":"Smithsonian and Cleveland demonstrate operational eligibility classification, metadata, self-service delivery, separate paid services, restriction documentation, and assigned institutional authority. Canada's guide describes the underlying rights-request workflow, while CARE supplies a recognized safeguard against treating legal openness as sufficient cultural authority. Feasibility remains institution-specific because data quality, technical architecture, staffing, governing authority, and jurisdiction have not been verified for a partner museum.","source_ids":["S3","S4","S7","S8"]},"scores":{"meaningful_impact":{"score":3,"rationale":"Fees plausibly suppress mission-aligned reuse and consume administrative effort, but current fee-caused abandonment and its welfare magnitude are unmeasured.","source_ids":["S1","S2","S6"]},"stakeholder_pull":{"score":3,"rationale":"Major museums have adopted closely related policies and express an access rationale, but there is no named partner or 2026 funding commitment for this pilot.","source_ids":["S2","S3","S4","S5"]},"incremental_advantage":{"score":2,"rationale":"The design is preferable to an undifferentiated fee because it separates service costs and protected gates, but that advantage is already embodied in established policies and is not yet measured at a target museum.","source_ids":["S3","S4","S6"]},"distinctiveness_plausibility":{"score":1,"rationale":"The Smithsonian and Cleveland implementations substantially cover the proposed fee unbundling, free eligible-file delivery, paid additional services, and independent restriction gates.","source_ids":["S3","S4"]},"technical_implementability":{"score":4,"rationale":"Rights metadata, collection filters, APIs, self-service downloads, request tracking, and paid custom-service paths are deployed practices; local integration and data cleanup remain unknown.","source_ids":["S3","S4","S7"]},"adoption_authority_feasibility":{"score":3,"rationale":"Museum leadership can assign fee, legal, IT, and holding-unit authority as Smithsonian does, but the candidate has no named institution, verified bylaws, jurisdiction, labor capacity, or approved revenue subsidy.","source_ids":["S4","S7"]},"evidence_readiness":{"score":3,"rationale":"A paper audit can be bounded and uses ordinary request, fee, rights, task, and fulfillment records, but abandonment reasons and fully allocated costs may be absent or unreliable.","source_ids":["S1","S7"]},"safety_net_benefit":{"score":3,"rationale":"Removing an avoidable charge could help researchers, educators, community historians, and small producers, while safeguards protect restricted material; distribution by requester resources and commercial volume remains unknown.","source_ids":["S2","S4","S8"]},"scalability":{"score":3,"rationale":"Self-service delivery and metadata-based eligibility scale technically, but rights remediation, cultural consultation, provenance review, infrastructure demand, and local authority do not scale automatically.","source_ids":["S2","S3","S4","S8"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Paper-only audit of one fiscal quarter and one collection, including request sampling, staff-time reconstruction, rights and cultural review, cost allocation, scenario analysis, and governance report.","confidence":"LOW","assumptions":["At most 200 requests are manually reviewed, using a random sample if the quarter contains more.","Existing request, invoice, rights, and file-availability records can be exported without new software.","Two to six staff-equivalent weeks plus limited analyst or counsel review are required.","This excludes any live fee change or new image release."],"source_ids":["S1","S7"]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Prepare one designated collection for a pilot: remediate rights and restriction metadata, obtain cultural and legal review, configure eligibility rules and self-service delivery, instrument logs, approve governance controls, and document rollback procedures.","confidence":"LOW","assumptions":["A collection-management system and digital-asset platform already exist.","No mass new photography or scanning is included.","The collection has mixed-quality metadata requiring manual remediation.","External legal, privacy, accessibility, security, or community consultation may be necessary."],"source_ids":["S2","S3","S4","S7","S8"]},"operational_launch":{"band_2026_usd":"10K_TO_50K","scope":"Launch and administer a one-year bounded pilot, including communications, staff training, request routing, dashboard setup, monitoring, periodic review, and incident handling.","confidence":"LOW","assumptions":["Startup remediation is complete before launch.","Only one collection and a standardized delivery path are included.","Existing hosting and identity infrastructure are reused.","Foregone reproduction revenue is reported separately from cash implementation expense."],"source_ids":["S2","S3","S4","S6"]},"annual_recurring":{"band_2026_usd":"10K_TO_50K","scope":"Ongoing hosting, support, metadata maintenance, rights-status updates, cultural and legal escalation, monitoring, and annual governing-body review for one collection.","confidence":"LOW","assumptions":["Download growth remains within existing infrastructure capacity.","Most eligible delivery is genuinely self-service.","Custom production continues to recover separately authorized costs.","Replacement funding or a documented infrastructure component covers essential stewardship; foregone revenue could move the resource equivalent into a higher band."],"source_ids":["S1","S2","S3","S4","S6"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"YES","reason":"External research and current fee schedules verify non-cost-derived or bundled museum image charges and plausible suppression of use, although current prevalence and request abandonment remain unmeasured.","source_ids":["S1","S2","S6"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"The Met, Cleveland, and Smithsonian are credible institutional adopters of closely related policies; Smithsonian identifies specific policy, holding-unit, legal, IT, and licensing authorities.","source_ids":["S3","S4","S5"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"The remaining claim is bounded to fee-caused abandonment among preverified files and can be rejected if charges track attributable costs, price is not the binding barrier, or safeguarded fee removal fails to enable net-beneficial reuse.","source_ids":["S1","S3","S4"]},"bounded_next_evidence_step":{"status":"YES","reason":"A paper-only audit of one quarter and one collection can compare the actual schedule with zero and nominal self-service scenarios without changing fees or releasing files.","source_ids":["S1","S7"]},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The design recognizes independent rights, privacy, provenance, cultural, and governing-body gates, but no partner museum, jurisdiction, delegated authority, cultural decision process, or eligible collection has been verified.","source_ids":["S4","S7","S8"]},"credible_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The work packages are bounded, but sector research warns that museums often do not allocate salary, overhead, and infrastructure costs. No partner-specific staffing, systems, request volume, revenue, or remediation data support a high-confidence 2026 range.","source_ids":["S1","S2","S3","S6"]}},"next_evidence_step":"With a named museum's written authorization, conduct a paper-only retrospective audit of all requests from one completed fiscal quarter for one designated collection, capped at 200 manually reviewed requests by random sampling if necessary. Compare the actual fee schedule and outcomes with preregistered zero-fee and documented nominal-processing-charge classifications while holding rights, privacy, provenance, donor, and cultural exclusions constant. Record file availability, task-level staff minutes, infrastructure assumptions, new imaging or handling, quoted and paid fees, waivers, completion, voluntarily documented abandonment reasons, revenue, reviewer disagreement, and requester/use incidence. Falsify the problem if no otherwise eligible request stopped because of price or if attributable service and necessary infrastructure costs approximate the charge; reject progression if data cannot distinguish price from other barriers. A later live pilot is warranted only if the audit clears those tests and the governing body authorizes funding and safety thresholds.","blocking_evidence":["A named museum partner and documentary confirmation of who may authorize the audit, fee change, revenue exposure, eligible collection, and rollback.","Proprietary request-level evidence separating price-caused abandonment from rights, cultural authority, missing files, quality, production, and delay.","Task-level staff time, infrastructure cost, allocated overhead, revenue dependence, and replacement-funding evidence for the target collection.","Documented rights, privacy, donor, provenance, and cultural-authority classifications, including how source communities can exclude or condition reuse.","Prospective evidence that a self-service tier causes additional legitimate reuse rather than only downloads, while containing workload, infrastructure demand, misuse, revenue loss, and benefit concentration."],"research_disposition":"KNOWN_PRACTICE_DIFFUSION","world_novelty_boundary":"World novelty, patentability, freedom to operate, market size, and realized impact were not measured. The search establishes only that the core policy pattern is already practiced and that the remaining value proposition is a museum-specific causal and implementation claim.","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_version":0,"controller_recommendation":{"action":"STOP_EMPIRICAL_RESEARCH_NEEDED","repairable":false,"material_progress_observed":false,"progress_targets":["Secure one named museum partner and formal authority for a paper-only audit.","Produce a request-level audit showing a preregistered, nonzero rate of otherwise eligible requests for which price was the binding barrier.","Demonstrate that the challenged fee component exceeds attributable service and necessary infrastructure cost under sensitivity analysis.","Complete rights, privacy, provenance, donor, and cultural-authority eligibility review with recorded disagreement and exclusions.","Provide partner-specific 2026 staffing, systems, revenue-exposure, replacement-funding, monitoring, and rollback estimates.","Only after those targets, preregister a prospective pilot with status-quo and nominal-charge comparators and explicit workload, funding, misuse, distributional, rights, and cultural-harm stopping rules."],"reason":"Bounded web research establishes the problem's plausibility, credible authority models, technical feasibility, and substantial prior-art collision. It cannot determine whether price is the binding barrier at a particular museum, whether the fee exceeds attributable costs, or whether the proposed tier improves outcomes safely. Those questions require proprietary request and cost records, partner authorization, cultural review, and eventually live testing."},"proposal_index":3}