{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__criminology_forensic","trajectory_id":"R","attempt_index":0,"archetype_slug":"deadweight_loss_reduction","domain_slug":"criminology_forensic","decision":"CANDIDATE","problem_id":"forensic_testing_scope_and_queue_wedge","causal_lever_id":"risk_bounded_forensic_intake_and_allocation_redesign","proposal":{"problem":"Forensic laboratories can delay probative results when blanket submission or full-testing rules, serial administrative approvals, and coarse first-in-first-out allocation require low-yield work to consume the same pathway as time-critical evidence. The independently recognizable problem is avoidable forensic backlog caused by testing-scope and queue rules, distinct from delay caused by genuine laboratory scarcity.","actors_substrate":["forensic laboratory staff and managers","investigators and submitting agencies","prosecutors","defense counsel and defendants","courts","victims and affected families","accreditation and oversight bodies"],"observable_state":"INFERENCE: Evidence waits through repeated intake or approval steps, low-probative submissions receive full processing by default, and time-critical items cannot advance despite identifiable opportunities to narrow scope or reorder work safely.","consequence":"HYPOTHESIS: Avoidable queue time postpones charging, release, plea, trial, and investigative decisions; consumes analyst capacity; and can burden defendants, victims, and unresolved investigations without improving evidentiary reliability.","affected_objective":"Reduce avoidable time to reliable and discoverable forensic results while preserving scientific validity, chain of custody, due process, equal access, and the ability to detect inculpatory or exculpatory evidence.","structural_mapping":[{"archetype_element":"value-blocking wedge","domain_realization":"Blanket testing scope, duplicated intake, serial approvals, and an undifferentiated queue block timely use of probative evidence.","claim_kind":"HYPOTHESIS"},{"archetype_element":"blocked beneficial activity","domain_realization":"Scientifically valid testing and case decisions that could occur earlier with the same protected checks.","claim_kind":"INFERENCE"},{"archetype_element":"protected purpose","domain_realization":"Reliability, completeness, chain of custody, disclosure, defense access, impartiality, and protection against preferential case handling.","claim_kind":"CORPUS"},{"archetype_element":"less-distortive redesign","domain_realization":"Validated scope criteria, parallel administrative review, priority rules with recorded reasons, appeal paths, and reserved capacity replace coarse defaults.","claim_kind":"HYPOTHESIS"},{"archetype_element":"bounded learning loop","domain_realization":"A limited eligible-case pilot expires automatically and is monitored for delay, missed evidence, quality escapes, and unequal incidence.","claim_kind":"INFERENCE"}],"component_map":[{"component":"Distortion Map","status":"direct","domain_realization":"Trace each submission, scope, approval, and queue rule to analyst work and elapsed time."},{"component":"Protected Constraint Safeguard","status":"direct","domain_realization":"Ring-fence validation, chain of custody, disclosure, defense-requested testing, documentation, and independent quality review."},{"component":"Surplus Estimate","status":"adapted","domain_realization":"Estimate analyst hours and decision-days recoverable, reporting uncertainty and avoiding a single monetary value for liberty or justice."},{"component":"Affected-Party Incidence Map","status":"direct","domain_realization":"Record delay, access, risk, and benefit for defendants, victims, investigators, counsel, courts, and laboratory staff."},{"component":"Redesign Lever","status":"direct","domain_realization":"Use validated testing-scope tiers, parallel intake, reasoned priority categories, and escalation or appeal."},{"component":"Distributional Review","status":"direct","domain_realization":"Test whether geography, offense type, representation, or agency resources systematically alter access or delay."},{"component":"Behavioral Response Model","status":"direct","domain_realization":"Anticipate overclassification as urgent, fragmented submissions, strategic scope requests, and displaced queues."},{"component":"Implementation Boundary","status":"direct","domain_realization":"Limit the pilot to predefined assay and case classes; exclude novel, capital, contested-identity, and defense-objected scope reductions."},{"component":"Monitoring and Rebound Check","status":"direct","domain_realization":"Track turnaround, rework, supplemental requests, missed material findings, quality events, queue displacement, and group incidence."},{"component":"Rollback or Adjustment Rule","status":"direct","domain_realization":"Return eligible work to the ordinary pathway and preserve samples and audit records when triggers fire."},{"component":"Cost–Benefit Assessment Frame","status":"adapted","domain_realization":"Compare recovered time and capacity against validation, transition, rework, fairness, and error risks."},{"component":"Price-Wedge Diagnostic","status":"incompatible","domain_realization":"Access prices are not the diagnosed allocation instrument and could compromise equal justice."},{"component":"Friction Source Breakdown","status":"direct","domain_realization":"Separate substantive scientific work from duplicate intake, serial routing, avoidable rework, and queue policy."},{"component":"Compensating Adjustment Plan","status":"adapted","domain_realization":"Provide reserved capacity, documented exceptions, counsel-accessible review, and supplemental testing for cases disadvantaged by triage."},{"component":"Legitimacy and Authority Review","status":"direct","domain_realization":"Identify which laboratory, agency, court, accreditation, or legal authority controls each proposed change."},{"component":"Sensitivity Analysis","status":"direct","domain_realization":"Vary assumed triage accuracy, rework, urgency mix, and value assigned to earlier decisions."},{"component":"Pilot or Sunset Path","status":"direct","domain_realization":"Run a time-limited pilot that expires unless safety, fairness, and performance criteria support renewal."}],"mechanism_dispositions":[{"slug":"congestion_or_capacity_pricing_adjustment","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"Reject fees or scarcity prices for evidentiary priority; willingness to pay is not legitimate forensic value.","counterfactual_removal":"Removal improves rights compatibility and leaves the proposed causal chain intact."},{"slug":"cost_benefit_assessment_protocol","disposition":"selected_supporting","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Use a plural welfare ledger with nonmonetized justice and error outcomes plus sensitivity analysis.","counterfactual_removal":"Without it, faster processing could be accepted while concentrated rights or quality costs remain hidden."},{"slug":"distortion_reduction_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Diagnose which delays arise from coarse rules rather than necessary science or capacity scarcity.","counterfactual_removal":"Without this separation, the intervention could cut substantive safeguards or misdiagnose raw scarcity as distortion."},{"slug":"impact_assessment_table","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Register each party's expected effects, protected interests, uncertainty, and monitoring triggers.","counterfactual_removal":"Distributional and due-process harms become materially harder for governance reviewers to detect."},{"slug":"matching_improvement_program","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Reject because willing-party pairing is not the binding problem; evidence work is assigned within an institutional queue.","counterfactual_removal":"No proposed causal or safety step changes."},{"slug":"permit_or_approval_streamlining","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Adapt to forensic intake and scope approvals, removing duplicate routing while preserving substantive review.","counterfactual_removal":"Serial administrative delay remains even if allocation priority improves."},{"slug":"price_control_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"No administered evidence-testing price is diagnosed, and targeted compensation cannot legitimize pay-based access.","counterfactual_removal":"No proposed causal or safety step changes."},{"slug":"quota_or_allocation_rule_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Separate fixed laboratory capacity from the FIFO, priority, and testing-scope rules allocating it.","counterfactual_removal":"The coarse queue continues to strand high-probative or time-critical uses behind lower-yield work."},{"slug":"regulatory_simplification_pilot","disposition":"selected_load_bearing","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Use a walled-off, monitored, expiring pathway for predefined low-complexity cases.","counterfactual_removal":"Uncertain error and rights risks would make a live redesign insufficiently bounded and reversible."},{"slug":"sunset_clause_review","disposition":"selected_supporting","contribution_type":"OPERATIONAL","adaptation_or_rejection":"Require the pilot protocol and any renewed triage rule to re-earn authorization on scheduled evidence review.","counterfactual_removal":"The pilot can still operate, but an initially justified shortcut could persist after its evidence or context changes."},{"slug":"tariff_fee_or_toll_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"Forensic access should not be allocated by a redesigned charge; cost recovery is outside the diagnosed wedge.","counterfactual_removal":"No proposed causal or safety step changes."}],"causal_chain":["Audit the ordinary pathway to separate necessary scientific work and rights protections from duplicated processing and coarse allocation.","Define validated scope and priority criteria, parallelize administrative review, and retain documented exceptions and appeal.","Apply the redesigned pathway only to bounded eligible cases while preserving samples, records, disclosure, and supplemental-testing capability.","Shift analyst time from avoidable low-yield processing and waiting toward probative work without changing scientific acceptance thresholds.","Test whether turnaround improves without increased missed material evidence, quality events, unequal access, rework, or displacement elsewhere."],"baseline":"Ordinary practice is the laboratory's existing submission, full-scope, serial approval, and queue rules, with exceptions handled through current escalation channels.","nearest_rival":"Transaction-cost reduction is the nearest rival if duplicate intake and routing alone explain delay. This candidate remains deadweight-loss reduction only if coarse testing-scope or allocation rules block higher-value use beyond ordinary processing friction.","authority_safety":{"affected_parties":["defendants, including detained people","victims and families","defense and prosecution counsel","investigators","laboratory personnel","courts","communities differentially exposed to enforcement"],"decision_authority":"The laboratory director may alter internal workflow only within accreditation and law; submission scope or case-priority changes require the relevant agency, prosecutorial, defense-access, court, labor, and oversight authority identified by the legitimacy review.","authorized_first_step":"Conduct a nonbinding shadow audit, then—only after required approvals—run a 90-day pilot on predefined routine assay classes, capped at 10% of eligible intake, against concurrent standard-pathway cases; no sample is discarded and reviewers remain blinded where practicable.","excluded_actions":["charging parties for priority","reducing validation or scientific acceptance standards","denying defense-requested review or legally required disclosure","destroying samples or audit records","including capital, novel-method, contested-identity, or expressly objected cases","using predicted conviction likelihood as priority"],"halt_rollback":"Immediately suspend new pilot intake and return cases to the standard pathway upon a material missed finding, chain-of-custody breach, accreditation-threatening quality event, denial of required access, or prespecified disparity threshold; preserve all evidence and independently review affected cases."}},"negative_tests":{"strongest_counterevidence":"Blanket scope may detect unexpected exculpatory evidence, and neutral FIFO may prevent favoritism. The apparent backlog may instead be fully explained by scarce qualified analysts, instrument downtime, complex samples, or mandatory legal review.","analogy_break":"Unlike ordinary exchange, forensic processing concerns coercive state power, nonconsenting affected parties, asymmetric consequences, and evidence whose value is unknown before examination; throughput or aggregate surplus cannot determine legitimate priority.","failure_condition":"The redesign fails if triage becomes a proxy for case prestige or conviction value, if narrowed testing misses material evidence, or if saved time merely moves congestion to another mandatory stage.","problem_falsifier":"A pathway audit falsifies the proposed problem if testing scope and priority materially track probative need, administrative steps are necessary and nonduplicative, and observed delay is attributable to irreducible scientific work or genuine capacity shortage.","intervention_falsifier":"The intervention is falsified if the bounded pilot does not reduce median and tail turnaround or analyst rework relative to comparable standard cases, or if it increases supplemental testing, missed material findings, quality events, queue displacement, or access disparities beyond preset bounds.","risks":["missed inculpatory or exculpatory evidence","priority gaming or favoritism","unequal service by geography, offense, or representation","queue displacement into excluded cases","analyst pressure and documentation shortcuts","automation bias in triage","loss of public legitimacy"]},"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":0.78,"generator_notes":"Closed-book structural inference. The candidate is conditional on demonstrating a removable scope or allocation wedge rather than raw forensic capacity scarcity; empirical effects remain hypotheses."}