{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__performing_arts_theatre","trajectory_id":"R","attempt_index":0,"archetype_slug":"deadweight_loss_reduction","domain_slug":"performing_arts_theatre","decision":"CANDIDATE","problem_id":"flat_rate_theatre_slot_misallocation","causal_lever_id":"scarcity_weighted_slots_with_access_credits","proposal":{"problem":"A capacity-limited nonprofit or municipal theatre uses flat rental rates and coarse first-come booking blocks for rehearsal and performance space, producing peak-period waitlists while usable off-peak capacity remains empty. Companies unable to secure peak slots delay, shorten, relocate, or abandon productions even when alternative timing could work. The independently observable problem is simultaneous denied requests and idle suitable slots, not merely dissatisfaction with prices.","actors_substrate":["venue booking authority and front-of-house staff","resident and visiting theatre companies","independent artists and community groups","performers and production crews","audiences","funders, access-program beneficiaries, and nearby communities"],"observable_state":"For comparable spaces, measure slot utilization, denied or waitlisted requests, booking lead time, cancellations, block overbooking, off-peak vacancies, production abandonment or displacement, applicant characteristics, effective rental payments, safety incidents, audience attendance, and venue net revenue by time band.","consequence":"HYPOTHESIS: The flat-rate, coarse-block allocation jointly rations scarce peak time by queue position and strands substitutable off-peak capacity, destroying feasible artistic activity without advancing the venue's protective purposes.","affected_objective":"Increase completed, safely staged productions and total valued use of fixed theatre capacity while preserving artistic access, affordability, labor conditions, accessibility, neighborhood protections, and fiscal viability.","structural_mapping":[{"archetype_element":"value-blocking wedge","domain_realization":"Flat rates plus coarse first-come blocks do not distinguish congested from slack theatre times and may make retiming unattractive.","claim_kind":"HYPOTHESIS"},{"archetype_element":"visible shortage and surplus","domain_realization":"Peak waitlists coexist with empty, technically suitable off-peak rehearsal or performance slots.","claim_kind":"HYPOTHESIS"},{"archetype_element":"blocked mutually beneficial activity","domain_realization":"A venue has unused capacity while a company willing and able to use a suitable alternative slot cannot obtain a workable allocation.","claim_kind":"INFERENCE"},{"archetype_element":"protected purpose","domain_realization":"Affordable access, nondiscrimination, safety review, labor rules, accessibility, neighborhood limits, and required revenue cannot be traded away for utilization.","claim_kind":"INFERENCE"},{"archetype_element":"specific wedge repair","domain_realization":"Within an unchanged capacity and safety envelope, discount verified slack periods, apply bounded peak scarcity charges, permit smaller blocks, and fund access credits from peak receipts.","claim_kind":"HYPOTHESIS"},{"archetype_element":"rebound and incidence control","domain_realization":"Track retiming, strategic booking, cancellations, concentration of peak access, group-level burdens, artistic quality, incidents, complaints, and revenue.","claim_kind":"INFERENCE"}],"component_map":[{"component":"Distortion Map","status":"direct","domain_realization":"Trace flat rates, block sizes, queue priority, and release rules to waitlists, abandonment, and idle suitable slots."},{"component":"Protected Constraint Safeguard","status":"direct","domain_realization":"Hold safety, accessibility, labor, nondiscrimination, noise, and minimum fiscal requirements fixed."},{"component":"Surplus Estimate","status":"adapted","domain_realization":"Estimate additional completed rehearsals and productions, participant-hours, audience attendance, avoided relocation costs, and venue revenue; report nonmonetary artistic value separately."},{"component":"Affected-Party Incidence Map","status":"direct","domain_realization":"Compare effects on low-budget groups, commercial users, resident companies, workers, audiences, neighbors, and the venue."},{"component":"Redesign Lever","status":"direct","domain_realization":"Use bounded time-band prices, access credits, smaller blocks, and faster release of unused reservations."},{"component":"Distributional Review","status":"direct","domain_realization":"Test whether peak access shifts toward wealthier companies or away from community and culturally specific work."},{"component":"Behavioral Response Model","status":"adapted","domain_realization":"Predict retiming, block splitting, speculative reservations, substitution to other venues, cancellation, and new demand."},{"component":"Implementation Boundary","status":"direct","domain_realization":"Limit a pilot to one comparable studio, selected weeks, stated price bounds, and unchanged technical reviews."},{"component":"Monitoring and Rebound Check","status":"direct","domain_realization":"Monitor utilization, denials, concentration, gaming, quality proxies, safety, complaints, and revenue by time band."},{"component":"Rollback or Adjustment Rule","status":"direct","domain_realization":"Restore prior terms or narrow price bands if protected thresholds fail."},{"component":"Cost–Benefit Assessment Frame","status":"direct","domain_realization":"Compare recovered activity and time against administration, transition, access, quality, and revenue effects."},{"component":"Price-Wedge Diagnostic","status":"direct","domain_realization":"Test whether flat pricing, rather than genuine temporal unsuitability or total undersupply, causes the peak/slack pattern."},{"component":"Friction Source Breakdown","status":"direct","domain_realization":"Separate pricing effects from block granularity, booking information, approval time, release rules, and hard scheduling constraints."},{"component":"Compensating Adjustment Plan","status":"adapted","domain_realization":"Recycle peak receipts into automatic access credits and transition protection for qualifying groups."},{"component":"Legitimacy and Authority Review","status":"direct","domain_realization":"Confirm who may alter fees and booking priority and which public, donor, or charter commitments bind the venue."},{"component":"Sensitivity Analysis","status":"direct","domain_realization":"Vary slot substitutability, demand elasticity, artistic-value weights, credit uptake, administrative cost, and revenue assumptions."},{"component":"Pilot or Sunset Path","status":"direct","domain_realization":"Run an expiring pilot that reverts unless predefined evidence supports renewal."}],"mechanism_dispositions":[{"slug":"congestion_or_capacity_pricing_adjustment","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Apply bounded peak surcharges and off-peak discounts to otherwise comparable theatre slots, paired with access credits.","counterfactual_removal":"Without scarcity-varying terms, the intervention loses its principal means of shifting substitutable demand from congested to slack periods."},{"slug":"cost_benefit_assessment_protocol","disposition":"selected_supporting","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Value completed activity, access, revenue, administration, and nonmonetary artistic effects with sensitivity ranges.","counterfactual_removal":"The pilot could still operate, but aggregate utilization could conceal unacceptable costs or fragile assumptions."},{"slug":"distortion_reduction_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Require evidence that flat terms cause avoidable misallocation and separate that effect from legitimate capacity and protections.","counterfactual_removal":"Without diagnosis, the change could price a real shortage or immutable timing constraint rather than repair distortion."},{"slug":"impact_assessment_table","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Record each party's gains, losses, protections, uncertainties, and halt indicators.","counterfactual_removal":"Distributional harm and indirect burdens become easier to hide, weakening viability."},{"slug":"matching_improvement_program","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Reject because the proposed problem is allocation across time, not failure of willing companies and venues to discover compatible counterparts.","counterfactual_removal":"No material change to the causal chain."},{"slug":"permit_or_approval_streamlining","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Retain existing substantive approvals; approval delay is not posited as the binding wedge.","counterfactual_removal":"No material change unless measurement identifies approval delay as primary."},{"slug":"price_control_redesign","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Reject as duplicative: the flat rental schedule is not assumed to be a protective price ceiling or floor requiring wholesale reset.","counterfactual_removal":"Capacity-pricing and access-credit logic remains intact."},{"slug":"quota_or_allocation_rule_review","disposition":"selected_supporting","contribution_type":"OPERATIONAL","adaptation_or_rejection":"Review block size, queue priority, reservation holds, and release rules while leaving the legitimate capacity limit unchanged.","counterfactual_removal":"Pricing could shift demand, but coarse blocks and hoarded reservations could continue stranding capacity."},{"slug":"regulatory_simplification_pilot","disposition":"selected_supporting","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Adapt to a walled-off venue-booking pilot with unchanged protections, live monitoring, and automatic expiry.","counterfactual_removal":"The redesign becomes less reversible and exposes more parties before evidence exists."},{"slug":"sunset_clause_review","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Attach expiry to the experimental schedule, requiring affirmative renewal.","counterfactual_removal":"The pilot could persist by inertia despite ambiguous or harmful results."},{"slug":"tariff_fee_or_toll_redesign","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Reject because the rental charge is not assumed to be an authority levy whose legacy revenue or externality purpose must be decomposed.","counterfactual_removal":"No material change to the venue-allocation intervention."}],"causal_chain":["Flat rates, coarse blocks, and queue priority fail to reflect variation in slot scarcity.","Substitutable demand concentrates at peak times while some suitable off-peak slots remain vacant.","Bounded peak differentials, off-peak discounts, smaller blocks, and prompt releases change the relative cost of timing and reservation behavior.","Access credits preserve practical participation for protected groups rather than using ability to pay as the sole allocator.","Some flexible productions retime or use released capacity, reducing denied requests and empty suitable slots.","Monitoring determines whether realized activity rises without unacceptable exclusion, quality loss, gaming, safety harm, complaints, or fiscal deterioration."],"baseline":"Continue flat rental rates, existing block sizes, first-come priority, and current cancellation and release rules.","nearest_rival":"A matching and availability clearinghouse that improves discovery without changing fees or allocation. It is preferable if companies merely cannot see suitable vacancies; the proposed lever is preferable only if visible alternatives remain unused because flat terms and allocation rules distort timing.","authority_safety":{"affected_parties":["applicant companies and independent artists","performers, crews, and venue staff","audiences","groups receiving subsidized or priority access","neighbors and funders","venue governance"],"decision_authority":"The venue's authorized board or booking executive, subject to public, donor, contractual, labor, accessibility, and nondiscrimination obligations.","authorized_first_step":"For one studio over eight weeks, randomize eligible booking weeks between baseline terms and prepublished bounded time-band discounts/surcharges, smaller blocks, automatic release, and access credits; preserve all technical reviews and compare preregistered utilization, denials, incidence, revenue, complaints, and safety measures.","excluded_actions":["removing safety, accessibility, labor, nondiscrimination, or neighborhood checks","raising total capacity beyond certified limits","uncapped surge pricing","selling all peak access solely by willingness to pay","using protected characteristics to set individual prices","making the pilot permanent without review"],"halt_rollback":"Immediately suspend new experimental bookings and honor or compensate existing commitments if a safety threshold is breached, protected-group peak access falls beyond the preset margin, complaints or cancellations exceed bounds, net revenue threatens operations, or strategic booking defeats release rules; otherwise revert automatically at eight weeks pending review."}},"negative_tests":{"strongest_counterevidence":"Peak and off-peak slots may not be substitutes: performers' jobs, school schedules, union rules, transit, audience availability, technical staffing, or noise limits may make daytime capacity unusable. Then observed vacancies represent differentiated capacity, and higher peak prices merely ration necessary access by wealth.","analogy_break":"Unlike commuters choosing travel times, theatrical collaborators and audiences must coordinate many people simultaneously, and the time of performance can affect artistic meaning and demand. Individual willingness to pay is therefore an incomplete measure of a slot's value.","failure_condition":"The mapping fails if comparable-slot data show no persistent coexistence of denied peak demand and usable slack capacity attributable to flat rates or coarse allocation rather than hard timing constraints, total undersupply, search failure, or protected access rules.","problem_falsifier":"After controlling for space capabilities, staffing, production lead time, and immovable scheduling constraints, suitable off-peak vacancies do not coexist with denied requests from productions able to retime, or applicants identify no mutually beneficial blocked use.","intervention_falsifier":"The bounded pilot does not increase completed use or reduce denials relative to baseline, or any gain depends on unacceptable exclusion, artistic-quality loss, gaming, safety harm, complaints, or fiscal deterioration that credits and rule adjustments cannot contain.","risks":["ability to pay displaces artistic or community value","access credits are stigmatizing, hard to claim, or underfunded","demand shifts to a new shoulder peak","companies make speculative or fragmented bookings","administration costs exceed recovered value","price changes reduce attendance or production quality","aggregate utilization masks concentrated loss","pilot weeks or spaces are unrepresentative"]},"null_rationale":null,"classification":{"candidate_kind":"MECHANISM_COMPOSITION","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":0.77,"generator_notes":"Closed-book structural inference. The candidate is conditional on evidence that time bands are meaningfully substitutable and the peak/slack pattern is caused by the combined price-and-allocation wedge; no claim of novelty or established empirical effect is made."}