{"schema_version":1,"research_id":"eoa_inverse_innovation_exp05_external_evaluation_20260803","source_assessment_id":"deadweight_loss_reduction__material_culture_museum_studies:P1:v0","cell_id":"deadweight_loss_reduction__material_culture_museum_studies","search_queries":["museum outgoing loans policy cancellation waiting list annual cap conservation registrar capacity","museum loan standards outgoing loans procedure borrower cancellation milestones SPECTRUM","museum loans guidance streamline loans UK museums loan process delays capacity","museum collection loan policy committee approval conservation security insurance source community consent","site:teg.org.uk \"Lending and Borrowing Today\" 2025 Review PDF","museum loan request cancellation deadline policy outgoing loan withdrawn request","museum outgoing loan workflow milestones collection management software loan request status deadline","museum loan waitlist cancellation exhibition loan policy","\"Lending and Borrowing Today: 2025 Review\"","site:teg.org.uk lending borrowing today 2025 review capacity pressures PDF","site:nationalmuseums.org.uk lending borrowing 2025 review 47 organisations"],"sources":[{"source_id":"S1","title":"Lending and Borrowing Today: 2025 Review","publisher":"The Exhibitions Group and National Museum Directors’ Council","url":"https://theexhibitionsgroup.org.uk/wp-content/uploads/2026/06/Lending-and-Borrowing-Today-2025-Review_Final-Report_compressed.pdf","source_class":"PRIMARY_RESEARCH","publication_date":"2026-06","accessed_at":"2026-08-03","claims_supported":["A survey of 47 UK sector organisations found capacity constraints the most frequent barrier to lending and borrowing.","Reported rejection reasons include resource limits, conflicting display or loan commitments, short lead times, fragility and unmet security or environmental requirements.","The sector has expressed demand for easier, more open lending, while retaining risk-managed requirements.","NMDC members committed to lending as widely as possible, and TEG/NMDC identified clearer lead times, information and cost transparency as priorities.","The report does not measure stale reservations, releasable quota slots or outcomes from reallocating cancelled loans."]},{"source_id":"S2","title":"Loans out (lending objects) – the Spectrum standard","publisher":"Collections Trust","url":"https://collectionstrust.org.uk/resource/loans-out-lending-objects-the-spectrum-standard/","source_class":"STANDARD","publication_date":"2022","accessed_at":"2026-08-03","claims_supported":["Accredited UK museums must have a lending policy and written procedure.","Policies should specify refusal grounds, notice periods, authorizers and loan terms.","Requests must be assessed fairly and transparently, fixed-term loans require written agreements, and loan records must be retained."]},{"source_id":"S3","title":"Loans out (lending objects) – suggested procedure","publisher":"Collections Trust","url":"https://collectionstrust.org.uk/resource/loans-out-lending-objects-suggested-procedure/","source_class":"OFFICIAL_GUIDANCE","publication_date":"2022","accessed_at":"2026-08-03","claims_supported":["Established museum workflow already records loan status, status date, proposed dates, authorization and an audit file.","The procedure explicitly reserves potentially loaned objects against other uses and evaluates schedule, costs, security, environment, insurance and conservation.","It supports monitoring and written reconsideration of extensions but does not prescribe milestone expiry, release of unused annual-cap capacity or transparent reassignment to later applicants."]},{"source_id":"S4","title":"Loans","publisher":"National Museums Scotland","url":"https://www.nms.ac.uk/collections/facilities/loans","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"NOT_STATED","accessed_at":"2026-08-03","claims_supported":["A real museum registrar coordinates loan decisions through a Collections Committee chaired by the Director of Collections.","Decisions consider object availability, condition, institutional resources, venue suitability, public access and knowledge value.","Published charges include conservation and technician time, administration and cancellation-related incurred work, providing cost anchors.","This is an identifiable institutional authorization and workflow analogue, but it expresses no need for recyclable quota slots."]},{"source_id":"S5","title":"Loans","publisher":"Smithsonian National Museum of Natural History, Department of Anthropology","url":"https://naturalhistory.si.edu/research/anthropology/collections-and-archives-access/loans","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2024-11 update","accessed_at":"2026-08-03","claims_supported":["The department publicly postponed consideration of new exhibition loans because its schedule of loans, exhibits and registration projects exhausted capacity.","It states that submission volume and timing can make approval impossible despite a goal of accommodating qualified borrowers.","This visibly supports capacity scarcity and blocked access, but not the proposal’s narrower stale-assignment mechanism."]},{"source_id":"S6","title":"Loan Policies, Procedures & Fees","publisher":"Phoebe A. Hearst Museum of Anthropology, University of California Berkeley","url":"https://hearstmuseum.berkeley.edu/policies-services-fees/loans/","source_class":"OFFICIAL_GUIDANCE","publication_date":"NOT_STATED","accessed_at":"2026-08-03","claims_supported":["The museum recognizes cancellations, withdrawals and indefinite postponements after review begins and charges a cancellation fee plus incurred costs.","Published processing and conservation hourly rates provide resource-cost anchors.","Native American cultural items remain subject to NAGPRA and CalNAGPRA policy, and the museum separately supports Tribal access and loans.","The policy handles cancellation costs and renewal review but does not document reassignment of released outgoing-loan capacity."]},{"source_id":"S7","title":"Borrowing items for exhibitions","publisher":"British Library","url":"https://www.bl.uk/about/governance/borrow-for-exhibitions","source_class":"OFFICIAL_GUIDANCE","publication_date":"NOT_STATED","accessed_at":"2026-08-03","claims_supported":["Borrowers must provide at least 12 months’ notice and notify the Library of exhibition-date changes at least two months before opening.","Loan conditions preserve statutory stewardship, security, environment, provenance and ethical requirements.","The Library can terminate for specified ethical/provenance failures, demonstrating that schedule controls can coexist with non-waivable safeguards."]},{"source_id":"S8","title":"Outgoing Loans Policy","publisher":"Birmingham Museum of Art","url":"https://www.artsbma.org/collection-resources/outgoing-loans-policy/","source_class":"OFFICIAL_GUIDANCE","publication_date":"NOT_STATED","accessed_at":"2026-08-03","claims_supported":["Complete requests are reviewed by registration, preparation, conservation, curatorial and museum-leadership staff.","The Committee on Collections and museum board give final approval.","Review criteria include availability, institutional priorities, condition, travel suitability, security and environmental controls.","This identifies credible authorizers for a bounded policy pilot, although no expressed interest in conditional slot recycling is documented."]}],"problem_evidence":{"support":"MODERATE","rationale":"Sector and institutional sources visibly establish scarce registrar, conservation and curatorial capacity; conflicting commitments; long lead times; rejected or paused requests; and real cancellations or postponements. However, none directly shows the proposal’s precise causal state: an annual outgoing-loan cap remaining recorded as full after a reservation becomes nonviable while a later request compatible with the same object-risk and staff window is rejected. The general problem matters, but prevalence and recoverable loss from stale slot assignment remain unverified.","source_ids":["S1","S4","S5","S6"]},"stakeholder_evidence":{"support":"MODERATE","rationale":"TEG/NMDC report sector demand for more open lending and priorities around capacity, information and lead-time clarity. National Museums Scotland and Birmingham identify registrar-led committees and boards with authority over loan decisions. This establishes plausible adopters and authorizers, but no institution publicly requests milestone-based slot release or commits to this pilot.","source_ids":["S1","S4","S8"]},"prior_art":{"proximity":"ADJACENT_PRIOR_ART","closest_analogues":[{"name":"Spectrum loans-out reservation and status workflow","similarity":"Records requested objects, process status and date; reserves objects; identifies the authorizer; maintains an audit trail; and requires schedule, conservation, security and insurance review.","remaining_difference":"It does not prescribe milestone-conditioned expiry of a reservation, recycling of a fixed annual quota slot, a waitlist compatibility rubric or distributional monitoring.","source_ids":["S2","S3"]},{"name":"National Museums Scotland committee-governed availability and resource review","similarity":"A registrar coordinates committee decisions using object availability, resource capacity, suitability and public-value criteria, with cancellation costs recognized.","remaining_difference":"The public procedure does not separate a fixed cap from its assignment rule or govern reassignment of capacity released by a stalled borrower.","source_ids":["S4"]},{"name":"Hearst Museum cancellation and renewal controls","similarity":"Formally recognizes cancellation, withdrawal and indefinite postponement, preserves committee reconsideration and charges for resources already consumed.","remaining_difference":"The response is cost recovery rather than recovery and transparent reassignment of an unused outgoing-loan slot.","source_ids":["S6"]},{"name":"TEG/NMDC risk-managed open-lending principles","similarity":"Seeks wider collection access, pragmatic risk management, clearer lead times and reduction of avoidable barriers while acknowledging hard capacity constraints.","remaining_difference":"It is sector guidance and survey evidence, not a milestone-based allocation mechanism with a counterfactual ledger and rollback triggers.","source_ids":["S1"]}],"distinctive_claim_remaining":"For a museum with a genuinely binding fixed outgoing-loan cap, some reservations that become nonviable before protected review work is compressed can be released and reassigned to compatible later requests through predeclared milestones and a transparent rubric, increasing safely completed loans relative to the current assignment rule without raising the cap or worsening object safety, rights and consent compliance, staff workload or access equity. The claim is falsified if no compatible request-slot pairs exist, if substitutions merely shift congestion into protected review stages, or if completed safe loans do not increase without unacceptable protected-outcome or distributional deterioration.","confidence":"MODERATE"},"implementation_evidence":{"support":"MODERATE","rationale":"The necessary data elements and controls—loan identifiers, dates, status, authorization, reservations, borrower information, fixed agreements, costs and audit files—already occur in standard workflows. Existing institutions use registrar-led multidisciplinary and board/committee review, and policies recognize schedule changes and cancellations. A spreadsheet or configured collections-management workflow could therefore support a paper simulation and small pilot. Feasibility remains institution-dependent because nominal slots may not be interchangeable, source-community and legal authority is object-specific, and live reallocation could compress protected review or add substantial adjudication work.","source_ids":["S2","S3","S4","S6","S7","S8"]},"scores":{"meaningful_impact":{"score":3,"rationale":"Additional safe loans could improve public and scholarly access and reduce idle preparation capacity, but the number of recoverable loans and their value are unknown.","source_ids":["S1","S5"]},"stakeholder_pull":{"score":3,"rationale":"Sector bodies express demand for wider, easier lending and identify capacity barriers, but no adopter expresses demand for this exact allocation rule.","source_ids":["S1","S4","S8"]},"incremental_advantage":{"score":3,"rationale":"The intervention adds governed release and reassignment to established reservation, cancellation and committee workflows; whether this outperforms ordinary case-by-case cancellation handling is untested.","source_ids":["S3","S4","S6"]},"distinctiveness_plausibility":{"score":3,"rationale":"No close published museum procedure was found combining fixed-cap preservation, milestone release, transparent compatibility-based reassignment, incidence review and rollback, although nearly every component has adjacent prior art.","source_ids":["S1","S3","S4","S6"]},"technical_implementability":{"score":4,"rationale":"The proposal mainly requires policy, event-ledger and workflow changes using data fields already recommended in Spectrum rather than novel technology.","source_ids":["S2","S3"]},"adoption_authority_feasibility":{"score":4,"rationale":"Real museums identify collections committees, boards, registrars and multidisciplinary loan teams capable of authorizing and operating a bounded pilot.","source_ids":["S4","S8"]},"evidence_readiness":{"score":2,"rationale":"Public evidence supports the surrounding capacity problem but not the exact stale-slot wedge, its prevalence or the causal effect of reallocation; proprietary records are essential.","source_ids":["S1","S5","S6"]},"safety_net_benefit":{"score":3,"rationale":"The design retains the cap and substantive reviews and adds rollback, offering a bounded route to test access gains, but schedule pressure and rights failures remain credible risks.","source_ids":["S4","S6","S7","S8"]},"scalability":{"score":2,"rationale":"A workflow template could transfer, but object-specific risk, non-interchangeable staff windows, differing legal regimes and heterogeneous committee authority limit generalization from one low-risk unit.","source_ids":["S1","S4","S6"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"One completed-cycle audit for one collection unit, de-identified event ledger, cross-functional classification sessions, paper counterfactual and short report.","confidence":"MODERATE","assumptions":["Approximately 150–350 internal staff and analyst hours.","Existing loan records can be exported without building a new system.","No live object movement, legal dispute resolution or new source-community consultation is included.","Published museum labor charges of roughly $65–$125 per hour and £40–£60 per hour are treated only as order-of-magnitude resource anchors."],"source_ids":["S3","S4","S6"]},"initial_deployment_startup":{"band_2026_usd":"10K_TO_50K","scope":"Draft milestone and release policy, governance and legal review, waitlist rubric, manual tracker or minor collections-system configuration, staff training and monitoring definitions for one unit.","confidence":"LOW","assumptions":["A manual or low-code workflow is acceptable.","No enterprise collections-management replacement or major integration is required.","Institutional counsel and relevant cultural-authority review are bounded rather than contested.","The governing body uses existing meeting structures."],"source_ids":["S3","S4","S6","S8"]},"operational_launch":{"band_2026_usd":"10K_TO_50K","scope":"Operate and evaluate one live loan-cycle pilot in one low-handling-risk collection unit, including milestone notices, committee adjudication, substitute review and protected-outcome monitoring.","confidence":"LOW","assumptions":["Only a small number of slots are released.","Borrowers continue to bear ordinary loan-specific preparation, insurance and transport costs.","All substantive checks use existing staff and standards.","This band covers incremental administrative resource, not the borrower’s full exhibition or transport cost."],"source_ids":["S4","S6","S7","S8"]},"annual_recurring":{"band_2026_usd":"10K_TO_50K","scope":"Ongoing milestone tracking, notices, committee review, equity and workload reporting, annual policy review and minor system maintenance for a single museum program.","confidence":"LOW","assumptions":["Tens rather than hundreds of outgoing loan reservations are monitored annually.","No dedicated full-time hire is required.","Ordinary conservation and transport work remains charged or budgeted through existing loan operations.","Material growth in reallocation disputes or consultations would move cost above this band."],"source_ids":["S3","S4","S6"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"UNCERTAIN","reason":"Capacity constraints, conflicting commitments and cancellations are externally supported, but no direct source verifies stale non-releasable quota reservations causing otherwise feasible later requests to be rejected.","source_ids":["S1","S5","S6"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"National Museums Scotland’s Collections Committee and Birmingham’s Committee on Collections and board are identifiable bodies that already authorize outgoing loans and could credibly authorize a bounded workflow pilot.","source_ids":["S4","S8"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal makes a contrastive claim against the current non-release rule: conditional recycling within the same cap should increase safely completed compatible loans without worsening predeclared protected outcomes.","source_ids":["S1","S3","S4"]},"bounded_next_evidence_step":{"status":"YES","reason":"A one-unit, one-cycle retrospective ledger and paper simulation is bounded, non-interventional, comparator-based and has explicit problem and intervention falsifiers.","source_ids":["S3","S4","S6"]},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The next step changes no live allocation or object custody. Any later pilot remains contingent on governing-body authority and unchanged conservation, legal, provenance, consent, security and insurance approvals.","source_ids":["S2","S4","S6","S7","S8"]},"credible_cost_scope_and_range":{"status":"UNCERTAIN","reason":"Published staff rates and loan fees support an order-of-magnitude estimate, but institution size, record quality, slot volume, consultation burden and system-integration needs are unknown.","source_ids":["S4","S6"]}},"next_evidence_step":"With one consenting museum, audit exactly one completed loan cycle in one collection unit. Build a de-identified ledger of every nominal quota slot, reservation and status date, borrower milestone, postponement or cancellation date, object-risk class, staff-capacity window, protected approvals, later request declined while the ledger was full, and final outcome. Before inspection, define “genuinely releasable” and “compatible later request.” Have registration, conservation, curatorial/access and relevant source-community liaison representatives classify cases independently, blinded to the desired result, and reconcile disagreements. Compare the observed baseline with a paper simulation of the milestone-release rule; report viable substitutions, projected completed loans, staff hours, time left for every protected check, institutional-size distribution and every safety, rights or consent flag. The problem is falsified by zero compatible request-slot pairs. The intervention should not advance to a live pilot if simulated substitutions produce no additional plausible completed loan, require compressed or bypassed protected checks, exceed the declared workload ceiling, or reveal an access disparity the rubric cannot correct. An adjacent nonpilot unit or prior cycle should be retained as a secondary comparator if data definitions match.","blocking_evidence":["No direct public evidence shows that museums commonly impose the stated annual cap or leave cancelled or stalled reservations attached to it.","No institution-level event ledger establishes the number of genuinely releasable slots, compatible rejected requests or recoverable completed loans.","Nominal loan slots may be non-interchangeable across objects, staff windows, venues and legal or cultural-authority requirements.","The effect of milestones on speculative booking, premature preparation, staff workload and borrower behavior is unmeasured.","The distributional effect on smaller borrowing institutions and source communities is unmeasured.","Institution-specific governing authority, records quality, system configuration effort and recurring workload are unknown.","No live or quasi-experimental evidence shows improved completion without safety, rights, consent or equity deterioration."],"research_disposition":"PROBLEM_PREVALENCE_STUDY","world_novelty_boundary":"World novelty, patentability, freedom to operate, market size and realized impact were not measured. This bounded search found adjacent standards and institutional practices for reservation, status tracking, cancellation, committee authorization and risk-managed lending, but it cannot establish that the proposed combination is globally novel or absent from unpublished museum procedures and commercial collections-management configurations.","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_version":0,"controller_recommendation":{"action":"STOP_EMPIRICAL_RESEARCH_NEEDED","repairable":false,"material_progress_observed":true,"progress_targets":["Secure one museum partner and obtain a de-identified one-cycle loan event ledger for a single collection unit.","Predeclare operational definitions for binding cap, releasable reservation, compatible request, workload ceiling, access disparity and protected-outcome breach.","Complete blinded cross-functional classification and quantify inter-rater disagreement and missing data.","Run the baseline-versus-conditional-release paper counterfactual and report all request-slot pairs, projected gains, staff hours and protected-check timing.","Do not seek a live pilot unless at least one credible compatible substitution survives all unchanged checks without unacceptable workload or distributional effects.","Before any live change, obtain written governing-body authorization, legal and cultural-authority review, borrower notice rules, rollback triggers and an evaluation comparator."],"reason":"Web evidence establishes a consequential surrounding capacity problem, credible authorizers, implementable workflow components and adjacent prior art, but not the proposal’s binding factual premise or causal benefit. Those questions require proprietary museum records, staff classification and eventually live operational evidence, so bounded web research cannot resolve them."},"proposal_index":1}