{"actors":["State licensing agency adjudication director","Administrative law judges and hearing officers","Licensing program units whose initial decisions generate appeals","Applicants and licensees with pending appeals","Agency general counsel and budget officer","Independent administrative or legislative oversight body"],"affected_objective":"Keep the inventory and age distribution of unresolved licensing appeals within a procedurally safe band while preserving access to appeal, independent merits review, and decision quality.","arm":"COMMON_P1","authority_safety":{"authorized_first_step":"The adjudication director may authorize a four-week retrospective, read-only reconstruction of appeal stocks and flows from existing docket records, with de-identified aggregate reporting and no change to case handling.","decision_authority":"Only the legally designated agency head or rulemaking authority may adopt activation thresholds or reallocate adjudicative resources; individual case outcomes remain exclusively with authorized adjudicators, subject to existing review rights.","excluded_actions":["Rejecting, delaying, or discouraging appeal filings to reduce measured inflow","Changing burdens of proof, hearing rights, decisional independence, or statutory deadlines","Using automated scoring to decide merits or prioritize parties by predicted success","Counting dismissals, remands, or transfers as clearance when unresolved legal status persists elsewhere","Publishing personally identifiable or confidential case information"],"halt_rollback":"Halt any later pilot if it increases missed statutory deadlines, procedural-error indicators, reversal rates, unequal aging across protected or case categories, or displaced unresolved work. Restore ordinary assignment rules, preserve all appeal rights, and retain an auditable record of threshold-triggered actions."},"baseline":"The agency reports monthly appeals received and disposed, assigns cases through ordinary queues, and occasionally adds staff after visible delay complaints. It does not govern the accumulated pending stock through a reconciled balance, target band, coupled-stock checks, or predefined activation and retirement rules.","candidate_id":"stock_flow_accumulation_control__law_governance__COMMON_P1","causal_chain":["Appeals enter from contested licensing decisions and persist until a legally valid final disposition or authorized withdrawal.","Because receipts and dispositions are reported as separate monthly rates, decision-makers can observe apparently stable flows while unresolved cases accumulate across months.","Growing pendency increases case age, leaves legal status unsettled, and can push cases past procedural or statutory thresholds before complaints reveal the buildup.","A weekly balance reconstructs pending stock from opening inventory plus inflows, conversions, transfers, valid clearances, and residuals, making level and trajectory separately observable.","Target and warning bands trigger reversible capacity measures and upstream decision-quality review without restricting filing access or adjudicator independence.","Weekly monitoring tests whether net accumulation and aged-case shares decline and whether apparent clearance has shifted unresolved work into remand, reconsideration, or judicial-review stocks.","Controls retire after the stock and turnover measures remain within band for a specified period, limiting permanent emergency governance."],"cell_id":"stock_flow_accumulation_control__law_governance","consequence":"Unresolved appeals can silently accumulate, extending uncertainty about lawful licensure, increasing deadline and procedural-fairness risk, and prompting late surge responses that trade deliberative quality against speed.","diversity_from_prior_proposals":"No other proposals were inspected under runtime isolation; this candidate is derived solely from the supplied archetype and law-governance card.","experiment_id":"eoa_inverse_innovation_exp13_second_slot_policy60_20260806","intervention":"Create a licensing-appeal pendency balance rule. The docket owner records the weekly stock of unresolved appeals, in cases and aging buckets, from filing acceptance through legally final agency disposition. The balance separately records new appeals, reopened cases, conversions from reconsideration, withdrawals, final decisions, remands, court transfers, and unexplained residuals. A provisional operating band is four to eight weeks of trailing median lawful clearance capacity, with warnings above ten weeks or whenever a statutory age ceiling is threatened. Two consecutive warning observations require the authorized agency head to choose and document a reversible lever: activate a cross-trained reserve adjudicator roster, fund temporary clerk support, reassign non-merits preparation work, or require program units generating avoidable appeals to conduct decision-quality correction. Filing access and merits standards cannot be throttled. Activation and retirement decisions are published in aggregate, and controls retire after eight consecutive weeks within band unless a reasoned extension is approved.","mechanism_mapping":[{"counterfactual_removal":"Without reconciliation, reported receipts and dispositions could appear balanced while missing reopened, transferred, or off-system cases.","mechanism_slug":"stock_flow_balance_reconciliation","role":"Reconstructs weekly pending stock from opening stock and enumerated flows, then isolates unexplained residuals."},{"counterfactual_removal":"Without a threshold tied to the accumulated level and aging distribution, response would remain complaint-driven and late.","mechanism_slug":"accumulation_threshold_alert","role":"Uses capacity-normalized bands and statutory-age warnings to activate review before overload."},{"counterfactual_removal":"Without adjusting lawful clearance capacity or upstream avoidable inflow, a one-time cleanup would leave the net-flow imbalance intact.","mechanism_slug":"net_flow_lever_adjustment","role":"Connects threshold crossings to reversible staffing, preparation, and initial-decision-quality levers."},{"counterfactual_removal":"Without explicit lag treatment, recently activated resources could be judged ineffective before training and assignment delays pass, causing oscillation.","mechanism_slug":"delay_compensated_control","role":"Requires consecutive observations, records mobilization lag, and uses a sustained in-band retirement rule."},{"counterfactual_removal":"Without coupled-stock monitoring, remands or nominal closures could conceal unresolved cases in another procedural category.","mechanism_slug":"hidden_accumulation_probe","role":"Tracks remand, reconsideration, judicial-transfer, and reopened-case stocks alongside nominal dispositions."}],"nearest_rivals":["A receipts-versus-dispositions performance dashboard that reports rates but does not control the accumulated pending level","A statutory deadline applied case by case without a system-level pendency balance or activation rule","First-in-first-out docket ordering without target bands, residual reconciliation, or capacity triggers","Ad hoc surge staffing initiated after complaints or deadline failures","Filing restrictions or summary dismissal rules that reduce measured inflow by burdening appeal access"],"negative_tests":{"intervention_falsifier":"In a preregistered retrospective replay, the threshold rule fails if its permitted triggers would not have activated authorized capacity before observed aged-case excursions, would have produced no better projected stock trajectory than the existing staffing rule under the same clearance assumptions, or would mainly shift unresolved cases into remand, reconsideration, or judicial-transfer stocks.","problem_falsifier":"The proposed problem is not present if twelve months of docket reconstruction shows no persistent carryover stock, observed stock changes reconcile closely to net flows, pending levels and age shares remain within existing legal and operational bounds, and complaints reflect isolated case errors rather than accumulation.","risks":["Capacity-normalized bands could normalize an already excessive delay level.","Managers could pressure adjudicators to favor speed over independent, reasoned decisions.","Program units might relabel cases, use premature dismissals, or transfer work to improve the measured stock.","Aggregate controls could conceal unequal delay by case type, representation status, disability accommodation, language need, or protected class.","Temporary personnel may introduce inconsistency, confidentiality exposure, or procedural error.","Added capacity may induce additional discretionary enforcement activity and recreate the imbalance.","Measurement errors or boundary changes may trigger unnecessary intervention."] ,"strongest_counterevidence":"If reconstructed pendency is stable and within legal bounds despite volatile receipt and disposition rates, then stock-flow control adds administrative burden without addressing the actual source of delay."},"next_evidence_step":"Using only existing docket timestamps and disposition codes, reconstruct one closed twelve-month weekly series for a single licensing appeal class. Report opening and closing stock, inflows, valid final clearances, reopenings, remands, transfers, withdrawals, residuals, aging buckets, and threshold-crossing dates. Compare the reconstruction with published rate reports and conduct a shadow replay of the proposed triggers; make no operational change and stop after four analyst-weeks or 500 case records, whichever occurs first.","observable_state":"The controlled stock is every unresolved appeal in one state licensing program from accepted filing through legally final agency disposition, owned for measurement by the adjudication docket office. Units are cases, supplemented by 0–30, 31–60, 61–90, and over-90-day aging buckets. Each week: closing stock equals opening stock plus accepted appeals, reopened cases, and conversions from reconsideration, minus valid final decisions and authorized withdrawals, adjusted for recorded transfers and remands. A residual records disagreement between this balance and the docket count. Coupled stocks include cases in reconsideration, remand, and judicial transfer. Review occurs weekly, with a monthly aggregate oversight report.","prior_art_status":"UNSEARCHED","problem":"A state licensing agency manages appeals by watching monthly filing and disposition rates rather than the accumulated inventory of unresolved cases. Reopened matters, remands, reconsideration conversions, and court transfers are inconsistently represented, so a small continuing net inflow can raise total pendency and case age without an explicit threshold response. The resulting backlog threatens timely process and settled legal status even when the latest month’s receipt rate is falling.","proposal_index":1,"remaining_contrastive_claim":"Conditional on a persistent and reconcilable appeal stock, the candidate differs from rate dashboards, individual deadlines, queue ordering, and ad hoc staffing by binding a measured accumulated level and aging distribution to predefined, reversible capacity actions, retirement conditions, and checks for procedural displacement.","revision_record":{"claim_changes":["Initial version makes no claim of novelty, prevalence, demand, or effect size.","The efficacy claim is explicitly conditional on retrospective stock reconstruction and trigger replay."],"conceptual_changes":["Initial version instantiates the archetype as unresolved state licensing appeals.","It treats remand, reconsideration, reopening, and judicial transfer as coupled stocks rather than automatic clearance."],"evidence_changes":["No external evidence or prior-art search was used.","A bounded retrospective reconstruction is specified as the first evidence step."],"operational_changes":["Initial version limits the first step to read-only measurement and shadow replay.","Adoption authority, excluded actions, halt conditions, and rollback are specified before any live control."],"parent_version":null,"progress_targets_addressed":["Concrete stock, unit, boundary, owner, source, and cadence","Enumerated inflow, outflow, conversion, transfer, and residual paths","Target bands and reversible levers","Delay, displacement, authority, and rights safeguards","Problem and intervention falsifiers","Bounded first evidence step"]},"schema_version":1,"structural_mapping":[{"archetype_element":"Persistent accumulated stock distinct from flow rates","domain_realization":"The total and age distribution of unresolved licensing appeals, distinct from weekly appeals received or disposed."},{"archetype_element":"Stable accounting boundary and owner","domain_realization":"Accepted filing through legally final agency disposition within one licensing program, measured by the adjudication docket office."},{"archetype_element":"Enumerated inflow, outflow, conversion, leakage, and transfer paths","domain_realization":"New and reopened appeals, reconsideration conversions, final decisions, withdrawals, remands, judicial transfers, coding omissions, and unexplained residuals."},{"archetype_element":"Net-flow reconciliation","domain_realization":"A weekly opening-stock equation is reconciled to the observed closing docket count."},{"archetype_element":"Target band and warning threshold","domain_realization":"A provisional four-to-eight-week clearance-capacity band, a warning above ten weeks, and statutory-age alerts."},{"archetype_element":"Lever map","domain_realization":"Reserve adjudicators, temporary clerk support, reassignment of non-merits work, and correction of initial decisions generating avoidable appeals."},{"archetype_element":"Delay-compensated feedback and retirement","domain_realization":"Consecutive warning observations activate controls; eight sustained in-band weeks support retirement."},{"archetype_element":"Hidden-reservoir and coupled-stock check","domain_realization":"Remand, reconsideration, reopening, and judicial-transfer inventories remain visible so nominal disposition does not conceal unresolved status."}],"title":"Licensing-Appeal Pendency Balance Rule","version":0}