{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp11_mechanism_context_external20_20260804","research_id":"eoa_inverse_innovation_exp11_external_scrutiny_20260804","cell_id":"deadweight_loss_reduction__art_aesthetics","opaque_id":"deadweight_loss_reduction__art_aesthetics__C","search_lanes":{"direct_problem":{"queries":["museum loans proportionate risk simplified loan procedures low risk collections","museum lending administrative burden insurance requirements smaller museums stored collections loan demand","museum stored collections percentage displayed loans access administrative barriers study","Simple Loans Administration stored museum collections outcomes"],"source_ids":["S1","S2","S3"],"no_result_note":"The sources establish widespread storage, limited access, loan bureaucracy, and potentially onerous requirements, but no public institution-level audit quantified the share of qualified requests lost specifically because safeguards were disproportionate."},"closest_prior_art":{"queries":["museum loans risk-tiered clearance streamlined review standard terms","Simple Loans Administration stored museum collections","Slimmer Lenen museum loans Netherlands","Bizot Green Protocol loans museums risk management facility report insurance"],"source_ids":["S2","S3","S4","S5","S6","S7"],"no_result_note":"No retained source reported a preregistered causal audit followed by randomized assignment of eligible museum-loan requests to a comprehensive low-risk clearance lane versus standard review."},"historical_terminology":{"queries":["long loans from stored museum collections Effective Collections","Smarter Loans UK museum collections mobility bureaucracy","simple pragmatic loans documentation museum 2007","collections mobility administrative barriers museum loans"],"source_ids":["S2","S3","S4"],"no_result_note":null},"products_practices_standards":{"queries":["museum loan facility report risk assessment official guidance","Government Indemnity Scheme museum loans insurance costs","Bizot Green Protocol loan requirements blanket conditions","Rijksmuseum Slimmer Lenen loan conditions insurance","museum loan insurance climate corridor risk management Germany"],"source_ids":["S2","S4","S5","S6","S7","S8"],"no_result_note":null},"non_english_regional":{"queries":["musea Slimmer Lenen administratieve lasten bruikleenverkeer verzekering","Code bruikleenverkeer beperking administratieve lasten collectiemobiliteit","Museum Leihverkehr Risikomanagement Versicherung Anforderungen Klimakorridor","museos préstamo obras simplificar requisitos seguro riesgos"],"source_ids":["S4","S6","S8"],"no_result_note":"Dutch and German sources revealed closely related reforms and implementations, but no regional source located the proposal's combined audit, tiering, randomization, and rollback package."},"composition_subproblems":{"queries":["museum loan rejected request reason codes staff time costs audit","museum loan risk classification standardized agreement insurance waiver facility report","museum loan randomized trial simplified clearance completion time","stored collections qualified venue demand pooled insurance museum loans"],"source_ids":["S1","S2","S3","S4","S5","S6","S7","S8"],"no_result_note":"Component solutions exist for flexible documentation, limited liability, tailored climate requirements, professional review, indemnity, and standardized facilities information; no retained source combined them with the proposed causal audit and controlled trial."}},"sources":[{"source_id":"S1","title":"Understanding how UK museums manage collections in storage","url":"https://www.heritagefund.org.uk/about/insight/research/understanding-how-uk-museums-manage-collections-storage","publisher":"The National Lottery Heritage Fund","date_or_year":"2026","source_type":"PRIMARY_RESEARCH","language":"English","claims_supported":["A commissioned UK-wide study used 218 museum survey responses and 15 stakeholder interviews.","Seventy-one percent of responding museums kept more than half their items in storage, while only 2% offered open access to stored collections.","Documentation backlogs and substandard storage conditions constrain access and risk management, showing that stored status alone does not imply safe loanability."]},{"source_id":"S2","title":"Simple Loans Administration","url":"https://archive-media.museumsassociation.org/simpleloansadministration_firstedition.pdf","publisher":"Museums Association","date_or_year":"2007","source_type":"TRADE_PROFESSIONAL","language":"English","claims_supported":["The guidance was expressly created to increase long loans from stored museum collections through straightforward agreements.","It states that onerous agreements can make loans difficult for borrowers and may demand standards exceeding those in the lender's own store.","It recommends conditions varying by object and venue and the simplest cost-effective agreement suitable for the loan."]},{"source_id":"S3","title":"Effective Collections: Achievements and Legacy","url":"https://media.museumsassociation.org/app/uploads/2020/06/11085832/23042012-effective-collections-final-report-2012.pdf","publisher":"Museums Association","date_or_year":"2012","source_type":"PRIMARY_RESEARCH","language":"English","claims_supported":["The evaluation compared UK museum long-loan activity and attitudes with a 2007 benchmark.","It reports that standardized-form, simplified-documentation, skills-standard, and risk-discussion initiatives were welcomed in theory but had little practical impact.","It identifies sector heterogeneity, differences in staffing, and object diversity as reasons a single lending template failed.","It reports increased loan activity but continuing room for improvement and assigns museum directors a role in championing collection sharing."]},{"source_id":"S4","title":"Code bruikleenverkeer","url":"https://www.cultureelerfgoed.nl/site/binaries/site-content/collections/documents/2019/01/01/code-bruikleenverkeer-2017/Code%2Bbruikleen%2B2017.pdf","publisher":"Cultural Heritage Agency of the Netherlands (Rijksdienst voor het Cultureel Erfgoed)","date_or_year":"2017; endorsed 2018","source_type":"OFFICIAL_GUIDANCE","language":"Dutch","claims_supported":["The code addresses public collection owners, museum collection managers, and borrowers and was endorsed through Dutch governmental consultation.","Its stated purposes include increasing collection mobility, reducing administrative burdens, and removing other lending barriers.","It limits borrower liability in specified circumstances to reduce insurance costs while retaining professional standards and optimized safety.","It uses an apply-or-explain model and identifies public owners and professional museum managers as accountable authorities."]},{"source_id":"S5","title":"Bizot Green Protocol","url":"https://www.cimam.org/sustainability-and-ecology-museum-practice/bizot-green-protocol/","publisher":"CIMAM / Bizot Group","date_or_year":"2023","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["The protocol calls for risk management instead of avoiding minor risks at large financial and environmental cost.","It rejects blanket environmental conditions in favor of requirements tailored to individual objects or object groups.","It preserves object care as paramount and requires multidisciplinary professional involvement.","Its guidance explicitly covers loan requirements, transport, storage, and display conditions."]},{"source_id":"S6","title":"Bruiklenen","url":"https://www.rijksmuseum.nl/nl/over-ons/wat-we-doen/bruiklenen","publisher":"Rijksmuseum","date_or_year":"Undated; accessed 2026-08-04","source_type":"FIRST_PARTY_PRODUCT","language":"Dutch","claims_supported":["The Rijksmuseum publicly implements Slimmer Lenen and Bizot Green Protocol principles.","It charges no loan fee and, for specified registered-museum loans of Dutch state property, waives separate insurance costs.","Its process assigns coordination to registrars, condition advice to conservators, curatorial advice to curators, and final approval to the chief director.","It permits exceptional additional conditions, demonstrating professional tailoring rather than unrestricted automatic eligibility."]},{"source_id":"S7","title":"Government Indemnity Scheme","url":"https://www.gov.uk/guidance/government-indemnity-scheme","publisher":"UK Department for Culture, Media and Sport","date_or_year":"2013; current guidance accessed 2026-08-04","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["The scheme exists because commercial insurance costs can prevent public display of borrowed cultural objects.","It provides cost-free coverage for eligible short- and long-term loans and is open to publicly accessible institutions.","The government reports approximately £15 million in annual museum and gallery savings.","The scheme retains formal risk management and governmental administration rather than removing coverage safeguards."]},{"source_id":"S8","title":"Art Handling und Leihverkehr – Austausch mit Versicherungen","url":"https://www.museumsbund.de/art-handling-und-leihverkehr-austausch-mit-versicherungen/","publisher":"Deutscher Museumsbund","date_or_year":"2022","source_type":"TRADE_PROFESSIONAL","language":"German","claims_supported":["The German museum association recommends holistic risk analysis and communication with insurers.","It notes that narrow climate corridors commonly required in loan contracts can be widened through contract adaptation and professional case-specific assessment.","It indicates insurers can adapt coverage to individual cases while relying on museum expertise, supporting feasibility of proportional rather than invariant requirements."]}],"problem_evidence":{"status":"PARTLY_SUPPORTED","finding":"A real general access-and-clearance problem is supported: large portions of collections remain stored, access is limited, and professional guidance explicitly reports that inflexible or onerous loan terms can obstruct borrowers and exceed the care objects receive in storage. Insurance expense is independently documented as capable of preventing loans. However, no retained evidence establishes the proposal's institution-specific causal threshold: a material count and share of otherwise qualified work-venue matches rejected or abandoned because requirements exceeded documented protection needs.","source_ids":["S1","S2","S3","S7"],"uncertainty":"Stored objects may be fragile, undocumented, restricted, or unmatched by qualified demand. Public sources do not expose complete request logs, abandoned inquiries, staff hours, counterfactual protection needs, or full incidence of costs."},"adopter_evidence":{"status":"SUPPORTED","finding":"Museums and public collection owners are identifiable authorizers, with registrars, conservators, curators, insurers, and directors occupying documented operational and veto roles. The Rijksmuseum provides a concrete first-party example in which the chief director approves loans after registrar, curatorial, and conservation review; the Dutch code also identifies public owners and professional collection managers as accountable parties.","source_ids":["S4","S6","S7"],"uncertainty":"No particular institution has publicly committed to this proposed audit or randomized trial, so adoption willingness remains unverified."},"implementation_evidence":{"status":"PARTLY_SUPPORTED","finding":"Most components are demonstrably feasible and some are operational: flexible plain-language agreements, object- and venue-specific conditions, reduced or waived insurance, government indemnity, limited liability, multidisciplinary risk management, and professional approval paths. Yet the complete implementation—a preregistered audit that gates a stratified randomized low-risk clearance lane with full-cost, equity, harm, and rollback monitoring—was not found. Earlier UK simplification efforts reportedly had little practical effect, which strengthens the need for causal testing but weakens assumptions about easy implementation.","source_ids":["S2","S3","S4","S5","S6","S7","S8"],"uncertainty":"Public documentation does not establish data completeness, staff capacity, insurer acceptance, statistical power with forty requests, or whether rights and cultural-protocol classifications can be standardized across participating collections."},"prior_art":{"disposition":"ADJACENT_PRIOR_ART","closest_analogues":[{"name":"Simple Loans Administration and Effective Collections","source_ids":["S2","S3"],"same_problem":true,"same_causal_lever":true,"overlap":"This program expressly sought more loans from stored collections by simplifying bureaucracy, tailoring terms to objects and venues, discussing risk, and developing pragmatic loan documentation.","remaining_difference":"It did not report the proposed request-level causal audit, professionally defined eligibility threshold, randomized comparison, distributional accounting, noninferiority monitoring, or automatic rollback. Its evaluation found the simplification measures had little practical effect."},{"name":"Dutch Code bruikleenverkeer / Slimmer Lenen implementation","source_ids":["S4","S6"],"same_problem":true,"same_causal_lever":true,"overlap":"The Dutch package targets administrative barriers, insurance expense, and collection mobility through professional trust, limited liability, reduced fees, insurance exceptions, transparent processes, and tailored additional conditions; the Rijksmuseum implements important elements.","remaining_difference":"The sources describe policy and routine case review, not an audit-confirmed, explicitly tiered clearance lane randomized against the same eligible request pool with preregistered causal and safety outcomes."},{"name":"Risk-managed environmental and indemnity reforms","source_ids":["S5","S7","S8"],"same_problem":true,"same_causal_lever":true,"overlap":"Bizot guidance replaces blanket environmental conditions with object-specific risk management; German guidance supports case-specific climate and coverage adaptation; the UK indemnity scheme removes an insurance-cost barrier while retaining risk controls.","remaining_difference":"These reforms address particular wedges—environmental specifications or insurance—rather than the integrated conservation, venue, transport, provenance, rights, cultural, workload, and equity clearance package."}],"contrastive_claim_remaining":"Conditional on a preregistered audit confirming a material pool of otherwise qualified failed matches, professionally assigning eligible low-risk requests to a consolidated clearance lane—beyond existing flexible forms, lending codes, climate protocols, and indemnity—will causally increase completed-loan rates or reduce decision time within ninety days while remaining noninferior over twelve months on total labor and cost, condition change, incidents, rights and cultural compliance, and equitable venue participation.","contrastive_claim_falsifier":"The claim is falsified if the audit does not meet its prespecified minimum count and share of qualifying failures attributable to disproportionate requirements, or if randomized eligible requests show neither improved completion nor faster decisions, or breach any preregistered noninferiority, burden, compliance, equity, or safety margin.","confidence":"HIGH","search_limitations":"This was a bounded public-web search using English, Dutch, German, and Spanish terminology. It cannot exclude unpublished pilots, internal museum workflows, insurer arrangements, conference presentations, or programs indexed under different local names. No internal request logs, loss data, legal opinions, or source-community protocols were available. Absence of the complete package from eight retained sources is not evidence of world novelty."},"researchability_gates":{"externally_supported_problem":{"status":"PASS","rationale":"Independent empirical and professional sources support limited access to stored collections and identify loan bureaucracy and insurance cost as genuine barriers, although the proposed audit must establish magnitude and causation locally.","source_ids":["S1","S2","S3","S7"]},"identifiable_adopter_or_authorizer":{"status":"PASS","rationale":"Museum directors or governing public owners can authorize an audit, while registrars, conservators, curators, insurers, counsel, rights holders, and applicable community authorities can retain their domain-specific review or veto. Comparable authority chains are publicly documented.","source_ids":["S4","S6","S7"]},"distinct_testable_incremental_claim":{"status":"PASS","rationale":"Close prior art covers simplification and proportional requirements, but the bounded search did not find a gated causal audit plus randomized integrated low-risk lane. Completion, elapsed time, total burden, incidents, compliance, and equity make the remaining claim falsifiable.","source_ids":["S2","S3","S4","S5","S6","S7","S8"]},"bounded_next_evidence_step":{"status":"PASS","rationale":"A fixed-window audit of request and decision records is bounded, reversible, and noninterventional. Existing museum workflows identify the records and professional roles needed; trial authorization remains conditional on the audit and prior-art review.","source_ids":["S2","S3","S6"]},"no_unresolved_safety_or_authority_stop":{"status":"PASS","rationale":"No source reveals a categorical stop to auditing or proportionate lending. Existing practice supports professional approval, tailored conditions, coverage, and accountable ownership. The proposal preserves legal, provenance, rights, cultural, condition, security, and insurance vetoes and forbids venue self-classification or unfunded burden transfer.","source_ids":["S4","S5","S6","S7","S8"]},"adequate_search_evidence":{"status":"PASS","rationale":"All six required lanes were searched adversarially. The eight retained direct sources span six independent publishers, English and non-English materials, empirical research, official government guidance, professional protocols, and a first-party implementation.","source_ids":["S1","S2","S3","S4","S5","S6","S7","S8"]}},"strict_success":true,"screen_survival":true,"remaining_research_value":"HIGH","recommended_next_step":"Preregister and conduct only the retrospective audit first. Define complete-request eligibility, qualified-venue criteria, legitimate restrictions, reason-code adjudication, causal-attribution rules, minimum count and share thresholds, missing-data handling, staff-time and full-cost measurement, and independent review before accessing outcomes. If the threshold is met and local legal, insurer, rights-holder, and source-community authorities approve, run the capped stratified randomized trial against standard review with automatic expiry and prespecified harm, burden, compliance, equity, and rollback thresholds.","world_novelty_boundary":"The search establishes close public prior art and a plausible distinct empirical increment only. It does not establish world novelty, patentability, freedom to operate, market size, routine applicability outside searched settings, or realized impact."}