{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__public_administration_policy","trajectory_id":"R","attempt_index":0,"archetype_slug":"deadweight_loss_reduction","domain_slug":"public_administration_policy","decision":"CANDIDATE","problem_id":"uniform_review_rules_create_low_risk_permit_backlogs","causal_lever_id":"risk_tiered_permit_review_with_bounded_pilot","proposal":{"problem":"A public permitting agency subjects routine, low-risk applications to the same serial reviews and repeated information requests as complex, high-risk cases. This coarse eligibility and routing rule consumes specialist capacity, lengthens queues, and causes otherwise viable activities to be delayed or abandoned without evidence that every retained step contributes equally to the protected outcome.","actors_substrate":["permit applicants, including small and resource-constrained applicants","intake staff and specialist reviewers","permitting authority and oversight body","workers, customers, neighbors, and environmental or rights holders affected by permitted activity"],"observable_state":"Low-risk cases have long and variable completion times, repeated document requests, substantial reviewer handoffs, applicant withdrawal, and a backlog that competes with high-risk cases for specialist attention; whether these patterns reflect avoidable process design rather than necessary scrutiny is a HYPOTHESIS.","consequence":"Potentially beneficial projects, services, and employment remain unrealized while applicants and reviewers spend resources on delay and rework; burdens may fall disproportionately on applicants least able to finance uncertain waiting.","affected_objective":"Reduce avoidable abandonment, delay, and reviewer-capacity waste while maintaining substantive safety, rights, environmental, and due-process performance.","structural_mapping":[{"archetype_element":"value-blocking wedge","domain_realization":"A uniform review classification and serial approval path apply high-intensity procedure to routine low-risk applications.","claim_kind":"HYPOTHESIS"},{"archetype_element":"blocked beneficial activity","domain_realization":"Compliant low-risk activities are delayed or abandoned, and scarce specialist time cannot move promptly to cases needing judgment.","claim_kind":"INFERENCE"},{"archetype_element":"protected purpose","domain_realization":"Safety, environmental, rights, fraud-control, notice, appeal, and legal-record requirements must remain effective.","claim_kind":"CORPUS"},{"archetype_element":"less-distortive redesign","domain_realization":"Validated risk tiers, one intake, data reuse, and parallel review may preserve substantive checks with less avoidable delay.","claim_kind":"HYPOTHESIS"}],"component_map":[{"component":"Distortion Map","status":"direct","domain_realization":"Trace each requirement, handoff, repeat request, queue, and affected case outcome."},{"component":"Protected Constraint Safeguard","status":"direct","domain_realization":"Ring-fence legally required and outcome-relevant safety, rights, environmental, notice, and appeal checks."},{"component":"Surplus Estimate","status":"adapted","domain_realization":"Estimate avoided applicant delay, abandonment, reviewer hours, and earlier public or private service value, with ranges."},{"component":"Affected-Party Incidence Map","status":"direct","domain_realization":"Record effects on applicants, staff, neighbors, protected groups, beneficiaries, and fee-funded programs."},{"component":"Redesign Lever","status":"direct","domain_realization":"Route validated low-risk cases through single intake, reused data, parallel checks, and escalation triggers."},{"component":"Distributional Review","status":"direct","domain_realization":"Test whether digital access, tier definitions, fees, or discretion disadvantage small or protected applicants."},{"component":"Behavioral Response Model","status":"adapted","domain_realization":"Anticipate risk-category gaming, application splitting, induced demand, staff rerouting, and congestion transfer."},{"component":"Implementation Boundary","status":"direct","domain_realization":"Limit the pilot to one permit class, low-risk cases, a fixed caseload, and a fixed term."},{"component":"Monitoring and Rebound Check","status":"direct","domain_realization":"Track completion time, rework, abandonment, defects, complaints, appeals, escalation, and backlog displacement."},{"component":"Rollback or Adjustment Rule","status":"direct","domain_realization":"Revert affected cases to ordinary review and suspend the tier when protected outcomes breach thresholds."},{"component":"Cost–Benefit Assessment Frame","status":"direct","domain_realization":"Compare full pilot benefits and costs rather than treating faster processing as sufficient."},{"component":"Price-Wedge Diagnostic","status":"omitted","domain_realization":"Confirm that filing fees are not the binding wedge; do not alter them in the first test."},{"component":"Friction Source Breakdown","status":"direct","domain_realization":"Separate substantive evaluation from redundant intake, serial routing, idle waits, and rework loops."},{"component":"Compensating Adjustment Plan","status":"adapted","domain_realization":"Provide assisted intake, no-loss escalation, and staff retraining for parties burdened by the new path."},{"component":"Legitimacy and Authority Review","status":"direct","domain_realization":"Verify statutory discretion, delegated authority, notice duties, records obligations, and appeal preservation."},{"component":"Sensitivity Analysis","status":"direct","domain_realization":"Vary abandonment attribution, time valuation, demand response, and harm-detection assumptions."},{"component":"Pilot or Sunset Path","status":"direct","domain_realization":"Use automatic expiry unless evidence supports renewal or revision."}],"mechanism_dispositions":[{"slug":"congestion_or_capacity_pricing_adjustment","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"The bottleneck is review classification and routing, not peak access priced flat.","counterfactual_removal":"No causal or viability change."},{"slug":"cost_benefit_assessment_protocol","disposition":"selected_supporting","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Builds the welfare, incidence, and sensitivity comparison.","counterfactual_removal":"The test could run, but its efficiency claim would be poorly disciplined."},{"slug":"distortion_reduction_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Separates procedural drag from protected scrutiny and sizes recoverable loss.","counterfactual_removal":"The intervention could cut protection without establishing a repairable wedge."},{"slug":"impact_assessment_table","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Makes party-level effects and harm triggers reviewable.","counterfactual_removal":"Aggregate gains could conceal concentrated harm."},{"slug":"matching_improvement_program","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Applicants and agency are already paired; matching is not binding.","counterfactual_removal":"No causal or viability change."},{"slug":"permit_or_approval_streamlining","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Risk-tiers and reroutes procedure while retaining substantive checks.","counterfactual_removal":"The diagnosed wedge would not be changed."},{"slug":"price_control_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"No administered-price shortage is posited.","counterfactual_removal":"No causal or viability change."},{"slug":"quota_or_allocation_rule_review","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Reviewer allocation is downstream of the uniform pathway, not the primary rule.","counterfactual_removal":"No material change if routing is repaired directly."},{"slug":"regulatory_simplification_pilot","disposition":"selected_load_bearing","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Cages the lighter path, instruments protections, and expires automatically.","counterfactual_removal":"Exposure becomes insufficiently bounded for an uncertain safety-preserving redesign."},{"slug":"sunset_clause_review","disposition":"selected_supporting","contribution_type":"OPERATIONAL","adaptation_or_rejection":"Applied to the pilot pathway, requiring evidence for continuation.","counterfactual_removal":"The core lever remains, but experimental treatment could persist by inertia."},{"slug":"tariff_fee_or_toll_redesign","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Fees are measured as a possible confounder, not presumed causal.","counterfactual_removal":"No causal or viability change."}],"causal_chain":["Uniform risk classification sends routine cases through every serial review.","Redundant handling and queue competition consume time and specialist capacity.","Applicants wait, incur carrying costs, or abandon otherwise compliant activity.","A bounded risk-tiered path removes redundant routing while retaining substantive checks and escalation.","If protected outcomes remain stable, completion and capacity use improve without transferring unacceptable harm."],"baseline":"Continue the ordinary uniform, serial review process with existing staffing, fees, safeguards, and appeal rights.","nearest_rival":"A transaction-cost-reduction program using better forms, status tracking, or more staff without changing eligibility or routing. It is superior if paperwork or staffing, rather than the coarse rule, explains the backlog.","authority_safety":{"affected_parties":["applicants and their workers or customers","review staff and unions","neighbors and protected communities","environmental, safety, rights, and due-process beneficiaries","oversight and appeal bodies"],"decision_authority":"The permitting authority may authorize only changes within delegated procedural discretion; statutory requirements need approval from the legislature or other legally competent body.","authorized_first_step":"Randomly assign a bounded set of otherwise eligible low-risk applications in one permit class to the pilot or ordinary pathway for one fixed term, after legal review and publication of eligibility, escalation, monitoring, and appeal rules.","excluded_actions":["waiving statutory or substantive safety, environmental, rights, notice, record, or appeal requirements","changing fees or high-risk review","using protected traits to deny ordinary review","system-wide or permanent rollout before evaluation"],"halt_rollback":"Immediately return open pilot cases to ordinary review and stop new enrollment if serious preventable harm occurs, complaint or defect thresholds are crossed, escalation fails, audit data become unreliable, or the authority boundary is breached; the pathway expires absent affirmative renewal."}},"negative_tests":{"strongest_counterevidence":"Low-risk cases may only appear delayed because they arrive incomplete, require genuine fact-specific scrutiny, or share an irreducibly scarce specialist workforce; faster routing could merely shift work downstream or suppress detected harms.","analogy_break":"Unlike a market wedge, permit scrutiny protects nonconsenting third parties who cannot bargain over risk. Applicant time savings are not recovered surplus if they arise from weaker detection, participation, or remedy.","failure_condition":"The proposed mapping fails if process tracing shows no redundant or non-protective routing separable from substantive review, or if lawful risk tiers cannot be defined before decisions are made.","problem_falsifier":"After controlling for completeness, complexity, and staffing, low-risk cases show no material redundant steps, excess delay, abandonment, or specialist-capacity diversion attributable to the uniform rule.","intervention_falsifier":"Relative to the ordinary pathway, the pilot does not reduce completion time, rework, abandonment, or reviewer burden, or it increases defects, complaints, appeals, inequity, missed harms, or backlog elsewhere beyond preset bounds.","risks":["risk-category gaming or application splitting","under-detection of rare but severe harms","digital or language exclusion","staff burden displaced rather than removed","induced demand recreating congestion","biased tier definitions or discretionary escalation","loss of fee revenue or public trust"]},"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":0.84,"generator_notes":"Closed-book structural inference. Empirical prevalence, effect sizes, and safety equivalence are unverified; the candidate is intentionally bounded and falsifiable."}