{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__material_culture_museum_studies","trajectory_id":"R","attempt_index":0,"archetype_slug":"deadweight_loss_reduction","domain_slug":"material_culture_museum_studies","decision":"CANDIDATE","problem_id":"stale_collection_study_slot_allocation","causal_lever_id":"risk_preserving_slot_release_and_reallocation","proposal":{"problem":"Museum collection-study appointments are sometimes assigned through fixed blocks, early booking, and inflexible cancellation or eligibility rules. When reserved slots go unused while qualified researchers remain blocked, the allocation rule—not necessarily the genuinely scarce staff or room capacity—destroys potential research and public value. Whether this occurs materially in a given museum is a HYPOTHESIS.","actors_substrate":["museum collections and conservation staff","qualified researchers and students","source and descendant communities","museum leadership and access-governance bodies","funders and publics supporting the collection"],"observable_state":"Simultaneous study-room or supervision slot-hours left unused, qualified requests denied or substantially delayed, long advance-booking queues, and late cancellations that cannot be reassigned.","consequence":"Objects receive less qualified study and interpretation than existing safe capacity permits; researchers lose travel, grant, and project time; access may favor parties able to plan far ahead.","affected_objective":"Increase equitable, culturally authorized scholarly use of collections without weakening conservation, security, provenance, privacy, or community-defined access restrictions.","structural_mapping":[{"archetype_element":"value-blocking wedge","domain_realization":"Fixed booking blocks, stale priority rules, and late release deadlines prevent unused supervised-access capacity from reaching waiting qualified researchers.","claim_kind":"HYPOTHESIS"},{"archetype_element":"blocked mutually beneficial activity","domain_realization":"Qualified object study could advance research and collections knowledge while using already staffed, safe appointment capacity.","claim_kind":"INFERENCE"},{"archetype_element":"protected purpose","domain_realization":"Handling competence, object safety, security, documentation, legal restrictions, and source-community authority remain hard gates.","claim_kind":"CORPUS"},{"archetype_element":"redesign","domain_realization":"Risk-tier requests, shorten holds, require confirmation, and reallocate released slots through a transparent waitlist with protected priority categories.","claim_kind":"HYPOTHESIS"},{"archetype_element":"bounded feedback loop","domain_realization":"Pilot one study room and compare utilization, access incidence, staff burden, object-safety events, complaints, and gaming against baseline.","claim_kind":"INFERENCE"}],"component_map":[{"component":"Distortion Map","status":"direct","domain_realization":"Trace booking, confirmation, cancellation, and reassignment rules to unused slots and blocked qualified requests."},{"component":"Protected Constraint Safeguard","status":"adapted","domain_realization":"Keep conservation, security, legal, provenance, privacy, and community-consent checks outside automatic reallocation."},{"component":"Surplus Estimate","status":"adapted","domain_realization":"Estimate recoverable qualified study-hours, avoided failed travel, staff time, and resulting collections documentation, with uncertainty."},{"component":"Affected-Party Incidence Map","status":"direct","domain_realization":"Record effects on researchers, staff, source communities, objects, institutions, and publics."},{"component":"Redesign Lever","status":"direct","domain_realization":"Use confirmation deadlines, prompt release, risk tiers, and transparent waitlist reassignment."},{"component":"Distributional Review","status":"direct","domain_realization":"Test whether rapid-response reassignment privileges local, affluent, or highly connected researchers."},{"component":"Behavioral Response Model","status":"adapted","domain_realization":"Anticipate speculative booking, strategic cancellation, duplicate requests, demand growth, and staff workload shifting."},{"component":"Implementation Boundary","status":"direct","domain_realization":"Limit the pilot to one room, eligible low-risk objects, approved users, and a fixed term."},{"component":"Monitoring and Rebound Check","status":"direct","domain_realization":"Track filled slot-hours, delays, incidents, staff burden, repeat-booking concentration, complaints, and displaced demand."},{"component":"Rollback or Adjustment Rule","status":"direct","domain_realization":"Revert release rules or narrow eligibility if safety, rights, workload, or equity thresholds are breached."},{"component":"Cost–Benefit Assessment Frame","status":"adapted","domain_realization":"Compare recovered access and knowledge value with administration, conservation risk, staff burden, and distributional costs."},{"component":"Price-Wedge Diagnostic","status":"omitted","domain_realization":"Confirm that fees or ability to pay are not the binding access wedge; do not introduce pricing."},{"component":"Friction Source Breakdown","status":"direct","domain_realization":"Separate genuine examination and supervision time from avoidable holds, serial approvals, and failed reassignment."},{"component":"Compensating Adjustment Plan","status":"adapted","domain_realization":"Reserve access and longer response windows for source communities, distant travelers, disabled users, and under-resourced researchers."},{"component":"Legitimacy and Authority Review","status":"direct","domain_realization":"Verify museum authority and required source-community or legal consent before changing priorities."},{"component":"Sensitivity Analysis","status":"adapted","domain_realization":"Vary assumed latent demand, cancellation recoverability, staff cost, and the value assigned to study outputs."},{"component":"Pilot or Sunset Path","status":"direct","domain_realization":"Run a time-limited pilot that expires into the current allocation regime unless evidence supports renewal."}],"mechanism_dispositions":[{"slug":"congestion_or_capacity_pricing_adjustment","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Access pricing could ration by wealth and does not address stale holds; no price lever is proposed.","counterfactual_removal":"Removal does not alter the causal chain."},{"slug":"cost_benefit_assessment_protocol","disposition":"selected_supporting","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Use a plural-value ledger rather than monetizing cultural authority or object harm.","counterfactual_removal":"The pilot remains operable, but its net-value and sensitivity judgment becomes materially weaker."},{"slug":"distortion_reduction_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Distinguish allocation waste from necessary scarcity and protective review.","counterfactual_removal":"There is no defensible basis for calling unused capacity an avoidable wedge."},{"slug":"impact_assessment_table","disposition":"selected_load_bearing","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Include non-monetary rights, object risk, and community authority alongside researcher access.","counterfactual_removal":"Distributional and protected-interest harms could be hidden by aggregate utilization gains."},{"slug":"matching_improvement_program","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"A waitlist supports reallocation, but finding compatible parties is not the primary failure.","counterfactual_removal":"The release-and-reallocation lever remains intact."},{"slug":"permit_or_approval_streamlining","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Substantive object-access approval is not presumed wasteful; the target is post-approval slot allocation.","counterfactual_removal":"Removal preserves the proposed causal chain and safeguards."},{"slug":"price_control_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"No administered price is diagnosed.","counterfactual_removal":"No effect."},{"slug":"quota_or_allocation_rule_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Separate legitimate capacity and priority reservations from stale assignment and release rules.","counterfactual_removal":"The proposal loses its specific redesign lever."},{"slug":"regulatory_simplification_pilot","disposition":"selected_load_bearing","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Adapt the walled-off pilot to museum access governance with automatic expiry.","counterfactual_removal":"The first change would lack containment, reversibility, and a credible evidence path."},{"slug":"sunset_clause_review","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Apply expiry to the pilot rule, not automatically to enduring cultural or conservation restrictions.","counterfactual_removal":"Automatic reversion disappears, increasing persistence risk, though manual rollback remains possible."},{"slug":"tariff_fee_or_toll_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"The hypothesized wedge is allocation rather than a charge.","counterfactual_removal":"No effect."}],"causal_chain":["Fixed holds and inflexible release rules strand scarce supervised-study slots.","Qualified demand cannot use those slots despite satisfying unchanged protective gates.","Confirmation deadlines and transparent reassignment reconnect released capacity to eligible demand.","Risk tiers and reserved priorities preserve object safety, cultural authority, and equitable access.","A bounded pilot reveals whether utilization rises without unacceptable harm, burden, concentration, or gaming."],"baseline":"Continue advance, fixed-block booking and case-by-case late cancellation handling under existing access approvals.","nearest_rival":"Install a better scheduling or matching interface without changing hold, priority, or release entitlements; it helps discovery but cannot recover capacity if the governing allocation rule remains binding.","authority_safety":{"affected_parties":["researchers and students","collections, conservation, security, and access staff","source and descendant communities","people represented by restricted records or objects","museum leadership, funders, and publics"],"decision_authority":"The museum official authorized over collections access, jointly gated by conservators, legal or ethics officers, and any source-community authority required for affected materials.","authorized_first_step":"Measure one room's requests, cancellations, idle eligible hours, and incidence, then pilot revised release rules for pre-approved users and low-risk objects for one fixed term.","excluded_actions":["removing conservation or handling review","overriding legal, provenance, privacy, repatriation, or community restrictions","auctioning or dynamically pricing access","expanding physical capacity under the guise of allocation repair","automatically treating research output volume as cultural value"],"halt_rollback":"Immediately suspend affected bookings after any serious object, security, rights, or consent breach; otherwise revert at sunset if predefined incident, workload, inequity, concentration, or complaint thresholds exceed baseline tolerance."}},"negative_tests":{"strongest_counterevidence":"Observed idle time may be necessary for conservation, setup, documentation, staff recovery, or unpredictable object care, while apparent waiting demand may be ineligible or incompatible; then no recoverable surplus exists.","analogy_break":"Museum objects and culturally sensitive materials are not fungible capacity units: community authority, fragility, contextual preparation, and staff expertise can make an apparently open slot non-transferable.","failure_condition":"The redesign merely increases throughput by shifting uncompensated work to staff, advantaging rapid responders, or weakening deliberative and community-controlled access.","problem_falsifier":"After classifying slots by object, staff skill, setup, and authorization, there is no recurring overlap between transferable idle capacity and blocked qualified demand attributable to allocation rules.","intervention_falsifier":"Such overlap exists, but the pilot does not improve qualified filled-slot-hours or delay relative to baseline, or it breaches predefined safety, rights, workload, equity, or gaming thresholds.","risks":["Speculative bookings or strategic late confirmation","Priority capture by well-resourced local researchers","Staff workload displaced rather than reduced","Pressure to relax substantive safeguards to improve utilization","Disclosure of sensitive collection or applicant information","Treating measurable throughput as superior to cultural legitimacy"]},"null_rationale":null,"classification":{"candidate_kind":"MECHANISM_ADAPTATION","prior_art_status":"UNSEARCHED","evidence_maturity":"HYPOTHESIS"},"revision_change_log":{"revision_kind":"ORIGINAL","prior_problem_id":null,"prior_causal_lever_id":null,"problem_changed":false,"causal_lever_changed":false,"conceptual_changes":[],"operational_changes":[],"repairs_addressed":[]},"confidence":0.75,"generator_notes":"Closed-book structural inference from the supplied archetype and domain description. The existence, magnitude, and incidence of the proposed museum-access wedge require local measurement."}