{"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 low risk streamlined loan process stored collections qualified venues","museum lending burden loan fees insurance condition report barriers smaller museums research","museum lending borrowing survey loan requests rejected costs staff time insurance report","museum collection mobility survey barriers borrowing lending insurance transport costs"],"source_ids":["SRC1","SRC2","SRC4"],"no_result_note":null},"closest_prior_art":{"queries":["\"smarter loans\" museums lending","site:museumsassociation.org \"Smarter Loans\" principles risk public benefit requirements one size fits all","museum \"Simple Loans Administration\" stored collections long loans","Nederland museum bruikleen slimmer lenen risico verzekering kosten proportionaliteit"],"source_ids":["SRC1","SRC2","SRC3","SRC7","SRC8"],"no_result_note":null},"historical_terminology":{"queries":["museum \"Simple Loans Administration\" stored collections long loans","European Commission museum collections mobility lending borrowing simplify process risk assessment 2010 handbook","museum loans stored collections access barriers study","museum long loans Effective Collections straightforward loan agreements"],"source_ids":["SRC3","SRC7"],"no_result_note":null},"products_practices_standards":{"queries":["site:collectionstrust.org.uk Spectrum loans out procedure risk facility report","site:gov.uk Government Indemnity Scheme museums loans insurance minimum liability","Rijksmuseum bruiklenen Slimmer Lenen verzekering procedure","museum loan risk assessment simplified requirements low risk"],"source_ids":["SRC5","SRC6","SRC8"],"no_result_note":null},"non_english_regional":{"queries":["Nederland museum bruikleen slimmer lenen risico verzekering kosten proportionaliteit","Verzekeren Rijkscollectie beperkt verzekeren bruikleenverkeer","Rijksmuseum bruiklenen Slimmer Lenen verzekering procedure","Deutschland Museum Leihverkehr vereinfachen Risikobewertung Versicherung Leihgaben"],"source_ids":["SRC7","SRC8"],"no_result_note":null},"composition_subproblems":{"queries":["museum lending borrowing survey loan requests rejected costs staff time insurance report","museum \"Simple Loans Administration\" stored collections long loans","museum loans proportionate risk low risk streamlined loan process stored collections qualified venues","site:gov.uk Government Indemnity Scheme museums loans insurance minimum liability"],"source_ids":["SRC3","SRC4","SRC6","SRC7"],"no_result_note":null}},"sources":[{"source_id":"SRC1","title":"Smarter Loans: Principles for lending and borrowing from UK museums","url":"https://www.museumsassociation.org/app/uploads/2020/06/31012012-smarter-loans-principles.pdf","publisher":"Museums Association","date_or_year":"2012","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["Museum loans can increase public access and bring stored collections into use while balancing present access against stewardship for future generations.","Museums should use flexible, pragmatic loan conditions, refuse only after exploring solutions, review recurring refusal reasons, minimize costs, and use couriers only when necessary.","Loan decisions should preserve due diligence, conservation, security, insurance, intellectual-property, governance, and transparency requirements."]},{"source_id":"SRC2","title":"Time to Smarten up your act","url":"https://www.museumsassociation.org/museums-journal/news/2012/01/03012012-smarter-loans/","publisher":"Museums Association, Museums Journal","date_or_year":"2012","source_type":"TRADE_PROFESSIONAL","language":"English","claims_supported":["Sector consultation identified risk-averse, one-size-fits-all standards, blanket environmental and security requirements, and routine courier requirements as sources of unnecessary cost that could exclude smaller borrowers.","Smarter Loans was designed to weigh actual risk against public benefit while remaining consistent with museum accreditation and Government Indemnity Scheme requirements.","More than 90% of surveyed professionals reportedly intended to adopt the guidance, although the article warned that prior initiatives had been slow to enter daily practice."]},{"source_id":"SRC3","title":"Simple Loans Administration","url":"https://archive-media.museumsassociation.org/simpleloansadministration_firstedition.pdf","publisher":"Museums Association","date_or_year":"2007","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["The Effective Collections program explicitly sought more long loans from stored museum collections through straightforward agreements.","The guidance states that overly defensive documentation can deter borrowers and impose higher standards than objects receive in storage, while most cases permit some flexibility.","It provides adaptable documentation, variable conditions by object and venue, professional safeguards, a presumption against unnecessary couriers and commercial transport, and preference for state indemnity where available."]},{"source_id":"SRC4","title":"Lending and Borrowing Experiences Report","url":"https://theexhibitionsgroup.org.uk/wp-content/uploads/2025/05/TEG-Lending-and-Borrowing-Experiences-Report_November-2017.pdf","publisher":"The Exhibitions Group","date_or_year":"2017","source_type":"PRIMARY_RESEARCH","language":"English","claims_supported":["A UK survey received 230 responses, about 9% of museums and galleries, with 124 respondents completing the full lender-and-borrower survey.","Reported frictions included unpublished application processes, variable lead times, inconsistent charging, concealed or uncertain costs, limited capacity, and difficulty identifying suitable objects or contacts.","The report recommended reviewing and streamlining procedures, greater standardization and transparency, fair charging, training, and support for less-experienced or resource-constrained borrowers.","The survey provides counterweight to the strongest diagnosis: few respondents identified environmental or security submissions themselves as onerous, and the most common refusal reason was that the requested object could not be lent."]},{"source_id":"SRC5","title":"Loans out (lending objects) – the Spectrum standard","url":"https://collectionstrust.org.uk/resource/loans-out-lending-objects-the-spectrum-standard/","publisher":"Collections Trust","date_or_year":"2022","source_type":"OFFICIAL_STANDARD","language":"English","claims_supported":["The Spectrum standard requires an institutional lending policy defining eligible borrowers, refusal grounds, authorizers, terms, and notice periods.","Every request must be assessed fairly against policy, with a fixed term, written agreement, care standards, insurance or indemnity, and retained records.","The standard leaves museums discretion over how to implement the procedure, supporting institution-specific proportional workflows without removing stewardship safeguards."]},{"source_id":"SRC6","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","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["The scheme is an operational alternative to commercial insurance intended to enable exhibitions that high insurance costs might otherwise prevent.","It provides cost-free coverage for eligible short- and long-term loans during transport, storage, installation, display, and dismantling and is open to publicly accessible institutions.","The government reports approximately £15 million in annual museum and gallery savings while retaining public risk-management and parliamentary reporting responsibilities."]},{"source_id":"SRC7","title":"Verzekeren van de Rijkscollectie","url":"https://kennis.cultureelerfgoed.nl/index.php/Verzekeren_van_collecties","publisher":"Rijksdienst voor het Cultureel Erfgoed","date_or_year":"2026","source_type":"OFFICIAL_GUIDANCE","language":"Dutch","claims_supported":["Dutch collection-mobility policy, the Code Bruikleenverkeer, and Slimmer Lenen explicitly seek to remove lending barriers through trust, transparency, limited liability, risk management, and limited or no insurance where appropriate.","The guidance reports that high transport and insurance costs impede loans, total losses are rare, recoverable damage is more common but usually limited in cost, and insuring only recoverable damage can substantially reduce costs.","The approach is supported by many museums and embedded in agreements among public collection owners, while retaining liability for negligence, repairable damage, security, and proper care.","The page traces comparable simplification efforts back to a 1989 framework and later European collection-mobility projects, showing that the intervention family is longstanding."]},{"source_id":"SRC8","title":"Bruiklenen","url":"https://www.rijksmuseum.nl/nl/over-ons/wat-we-doen/bruiklenen","publisher":"Rijksmuseum","date_or_year":"Current page accessed 2026","source_type":"FIRST_PARTY_PRODUCT","language":"Dutch","claims_supported":["The Rijksmuseum operationally endorses Slimmer Lenen and the Bizot Green Protocol, accepts temporary and long-term requests, charges no loan fee, and waives object insurance for specified registered-museum loans of Dutch state property.","Its process identifies an adopter and authorizer: the Registrars Office coordinates, curators and conservators advise, and the director-general approves and signs.","Its published workflow illustrates current use of differentiated conditions, centralized professional review, explicit timelines, and retained transport, conservation, and contractual safeguards."]}],"problem_evidence":{"status":"SUPPORTED","finding":"The general wedge exists: professional consultation and survey evidence document one-size-fits-all or inconsistent requirements, opaque processes, variable charges, staff-capacity limits, courier costs, and insurance costs that can deter otherwise useful loans, particularly for smaller or inexperienced venues. The evidence does not establish that every rejected request, or the target institution's requests, resulted from disproportionate requirements; a local reason-coded audit is still necessary.","source_ids":["SRC1","SRC2","SRC3","SRC4","SRC6","SRC7"],"uncertainty":"The strongest quantitative survey is voluntary and UK-specific, did not causally attribute each abandoned loan, and found few complaints about environmental or security submissions themselves. Object unavailability and legitimate conservation, legal, cultural, capacity, and curatorial reasons may explain many failures."},"adopter_evidence":{"status":"SUPPORTED","finding":"Collection-owning museum leadership is an identifiable authorizer, with registrars coordinating and conservators, curators, counsel, rights holders, and relevant community authorities retaining domain-specific approval or veto roles. Spectrum requires institutions to define authorizers, and the Rijksmuseum publishes a concrete registrar–specialist–director approval chain.","source_ids":["SRC1","SRC5","SRC8"],"uncertainty":"Authority varies with each museum's constitution, ownership instruments, applicable law, donor terms, rights, provenance, and cultural protocols; no public source establishes authority for the proposal's unspecified host museum."},"implementation_evidence":{"status":"SUPPORTED","finding":"The core intervention family is implemented, not merely proposed. UK guidance has long supplied simplified, proportionate agreements and risk-based conditions; the UK indemnity scheme removes insurance costs under safeguarded eligibility; Dutch public policy promotes limited insurance and liability; and the Rijksmuseum currently applies Slimmer Lenen through a published professional workflow. The proposal's preregistered audit, randomized assignment, incidence accounting, noninferiority monitoring, and rollback thresholds were not found as one operational package.","source_ids":["SRC1","SRC3","SRC5","SRC6","SRC7","SRC8"],"uncertainty":"Public pages demonstrate policies and workflows but provide limited audited outcome data on completion rates, processing time, total labor, equity, damage, or rights incidents. Adoption breadth and fidelity outside the cited institutions remain uncertain."},"prior_art":{"disposition":"ESTABLISHED_PRACTICE","closest_analogues":[{"name":"Museums Association Smarter Loans","source_ids":["SRC1","SRC2"],"same_problem":true,"same_causal_lever":true,"overlap":"Identifies risk-averse, one-size-fits-all loan requirements and unnecessary costs; advocates flexible, pragmatic, risk-sensitive conditions, review of refusal reasons, cost minimization, wider access, and preservation of professional and legal safeguards.","remaining_difference":"It is sector guidance rather than a preregistered, reason-coded institutional audit followed by randomized evaluation with explicit burden, equity, and noninferiority outcomes."},{"name":"Effective Collections / Simple Loans Administration","source_ids":["SRC3"],"same_problem":true,"same_causal_lever":true,"overlap":"Specifically targets increased long loans from stored collections using straightforward, adaptable, cost-effective documentation, conditions varying by object and venue, standard reports, reduced courier use, and indemnity or non-insurance where appropriate.","remaining_difference":"It does not require a causal threshold audit, random assignment, formal incidence analysis, or preregistered stopping rules."},{"name":"Dutch Slimmer Lenen, Code Bruikleenverkeer, and limited-insurance practice","source_ids":["SRC7","SRC8"],"same_problem":true,"same_causal_lever":true,"overlap":"Uses actual-risk insurance, limited liability, trust, transparency, differentiated climate and insurance requirements, removal of fees in a major museum, and professional review to facilitate access while retaining care and negligence safeguards.","remaining_difference":"The retained sources do not report a randomized comparison of a newly specified clearance lane against contemporaneous standard review or distributional outcomes by venue resources and community."},{"name":"Spectrum loans-out standard plus UK Government Indemnity Scheme","source_ids":["SRC5","SRC6"],"same_problem":true,"same_causal_lever":false,"overlap":"Supplies the standardized governance, authorizer, documentation, insurance or indemnity, recordkeeping, and public risk-management infrastructure needed for proportionate lending, while materially reducing the insurance-cost wedge.","remaining_difference":"These mechanisms do not themselves classify all eligible requests into a low-risk expedited lane or test whether consolidated review changes completion and decision time."}],"contrastive_claim_remaining":"The credible incremental claim is evaluative and local, not that proportionate museum lending is new: for an identified museum and eligible request pool, a preregistered reason-coded audit can establish a material residual wedge, and randomized assignment to a precisely specified low-risk lane can improve completed-loan rate or decision time without exceeding margins for total labor and cost, condition change, incidents, rights compliance, cultural compliance, or equitable venue participation.","contrastive_claim_falsifier":"The claim is falsified if the audit fails its preregistered minimum count and share of otherwise eligible failed matches attributable to requirements exceeding documented protection needs, or if randomized eligible cases fail to improve completion or decision time within ninety days, or exceed any preregistered twelve-month noninferiority margin for burden, damage, loss, rights or cultural breaches, coverage failures, or equitable participation.","confidence":"HIGH","search_limitations":"This bounded eight-source review searched six lanes in English, Dutch, and German terminology and opened every retained source. It found strong UK and Dutch collisions but did not exhaust every museum's internal policy, unpublished request records, all jurisdictions, academic databases, or patent and procurement records. It cannot establish world novelty, patentability, freedom to operate, prevalence, market size, or realized impact."},"researchability_gates":{"externally_supported_problem":{"status":"PASS","rationale":"Independent professional survey evidence and multiple official or professional sources support the existence of avoidable cost, process, insurance, and capacity barriers, while preserving the need for a site-specific causal audit.","source_ids":["SRC2","SRC3","SRC4","SRC6","SRC7"]},"identifiable_adopter_or_authorizer":{"status":"PASS","rationale":"Museum governing leadership can authorize policy and research, while published standards and a first-party workflow identify registrars, curators, conservators, and the institutional director as operational decision makers.","source_ids":["SRC1","SRC5","SRC8"]},"distinct_testable_incremental_claim":{"status":"PASS","rationale":"Although the core intervention is established, a distinct falsifiable claim remains about whether a preregistered audit and randomized low-risk lane produce local causal improvements without burden, safety, rights, cultural, or equity deterioration.","source_ids":["SRC1","SRC3","SRC4","SRC7","SRC8"]},"bounded_next_evidence_step":{"status":"PASS","rationale":"A retrospective, preregistered audit of requests, decisions, reason codes, elapsed time, labor, costs, and restrictions is bounded, reversible, and precedes any object movement. A later capped trial is also operationally definable if the audit threshold is met.","source_ids":["SRC1","SRC4","SRC5","SRC8"]},"no_unresolved_safety_or_authority_stop":{"status":"PASS","rationale":"No stop applies to the audit. Any later trial can retain professional classification, due diligence, written agreements, insurance or indemnity, condition and security requirements, rights and cultural authority, fixed terms, incident monitoring, and institutional approval. Unresolved cases must remain on standard review or be vetoed.","source_ids":["SRC1","SRC3","SRC5","SRC6","SRC7","SRC8"]},"adequate_search_evidence":{"status":"PASS","rationale":"All six required lanes were searched adversarially; exactly eight opened direct sources span six publishers and include primary research, an official standard, government guidance, professional guidance, and a first-party operating practice, with English and Dutch regional terminology.","source_ids":["SRC1","SRC2","SRC3","SRC4","SRC5","SRC6","SRC7","SRC8"]}},"strict_success":false,"screen_survival":false,"remaining_research_value":"MODERATE","recommended_next_step":"Do not claim a novel risk-proportionate lending model. First preregister and run the bounded local audit, explicitly coding legitimate restrictions, requester demand, abandonment, staff time, required payments, actual exposure, and prior use of Smarter Loans, Spectrum, indemnity, or limited-insurance practices. Proceed to the capped randomized evaluation only if the residual-wedge threshold is met and museum leadership plus all applicable professional, legal, rights-holder, and source-community authorities approve the protocol.","world_novelty_boundary":"The search establishes substantial, operational prior art for proportional museum-loan requirements and insurance relief, but not universal adoption or the prior existence of every element of the proposed audit and randomized evaluation in one program. The only defensible remaining claim is a bounded local causal-evaluation increment. This review cannot establish world novelty, patentability, freedom to operate, market size, or realized impact."}