{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp09_archetype_breadth150_20260804","cell_id":"objective_weighting_governance__accounting_auditing","arm":"BREADTH_PROBE_ONE_SHOT","candidate_id":"objective_weighting_governance__accounting_auditing__P1","proposal_index":1,"version":0,"title":"Governed Priority Scoring for Overdue Audit-Finding Remediation","problem":"An internal audit function ranks overdue findings for limited follow-up capacity using a composite priority score that combines financial exposure, control severity, recurrence, regulatory timing, evidence uncertainty, and remediation effort, but the weights and compensability assumptions are set inside a spreadsheet by the audit-planning team. A high score on financial exposure can therefore compensate for weak treatment of recurring control failures, while affected control owners and the audit committee cannot inspect why one finding receives attention before another.","actors":["Chief audit executive","Internal audit planning team","Finding owners in finance and operations","Financial controller","Compliance representative","Audit committee"],"observable_state":"The overdue-findings register contains component ratings and a single priority score, but lacks approved objective definitions, weight rationales, protected thresholds, sensitivity results, and a dated record of who authorized weight changes. Re-ranking the same findings under plausible weights changes which findings enter the limited follow-up queue.","consequence":"Follow-up effort may be directed by unexamined value judgments: financially large findings can displace recurring or deadline-bound control failures, fragile rankings can be presented as determinate, and finding owners cannot distinguish a documented governance choice from analyst discretion.","affected_objective":"Allocate scarce internal-audit follow-up capacity to unresolved findings in a way that balances financial exposure, control-system significance, recurrence, regulatory urgency, evidence uncertainty, and remediation feasibility without allowing protected obligations to be traded away.","intervention":"Create a governed remediation-priority scorecard. Define each objective and proxy; remove statutory deadlines, confirmed fraud indicators, and designated severe control deficiencies from compensatory scoring by making them protected escalation thresholds; have the chief audit executive propose remaining weights with written rationales; review them with the controller, compliance representative, and audit-committee delegate; run a weight sensitivity sweep on the current overdue register; disclose finding-level rank changes in a ranking stability report; authorize the score only for scheduling follow-up rather than closing findings; and record approval, objections, effective date, and revision triggers in an audit trail for weight changes.","structural_mapping":[{"archetype_element":"Objective Set","domain_realization":"Financial exposure, control-system significance, recurrence, regulatory urgency, evidence uncertainty, and remediation feasibility in prioritizing overdue audit findings."},{"archetype_element":"Objective Weight","domain_realization":"Explicit coefficients governing how the eligible objectives contribute to each finding's scheduling score."},{"archetype_element":"Weight-Setting Process","domain_realization":"A documented proposal by the chief audit executive followed by cross-functional review and audit-committee-delegate approval."},{"archetype_element":"Stakeholder Review","domain_realization":"Controller, compliance representative, finding-owner representative, and audit-committee delegate inspect rationales and finding-level effects."},{"archetype_element":"Legitimacy Rule","domain_realization":"Weights are usable only if objective definitions, proxy limits, rationales, authority, sensitivity results, and unresolved objections are recorded."},{"archetype_element":"Protected Threshold","domain_realization":"Statutory deadlines, confirmed fraud indicators, and designated severe control deficiencies trigger escalation before weighted scheduling."},{"archetype_element":"Weight Sensitivity Analysis","domain_realization":"Plausible alternative weight sets are applied to the same overdue-findings register to identify queue-entry and rank changes."},{"archetype_element":"Decision Impact Trace","domain_realization":"For each tested weight set, the report identifies which findings enter or leave the follow-up queue and which objectives caused the change."},{"archetype_element":"Score Interpretation Rule","domain_realization":"The composite score may schedule follow-up attention but may not close, downgrade, or waive a finding."},{"archetype_element":"Revision Procedure","domain_realization":"Weights require reconsideration when mandates, capacity, finding mix, proxy validity, or observed queue effects change."},{"archetype_element":"Audit Trail","domain_realization":"A versioned record captures proposed and approved weights, rationales, objections, approvers, effective dates, and later amendments."}],"mechanism_mapping":[{"mechanism_slug":"weighted_scoring_model","role":"Combines the eligible finding attributes into an inspectable scheduling score after protected thresholds are applied.","counterfactual_removal":"Without the model, tradeoffs would remain case-by-case and the governance process would have no consistent decision rule to inspect."},{"mechanism_slug":"weight_sensitivity_sweep","role":"Tests whether plausible disagreement about objective importance changes queue membership or ordering.","counterfactual_removal":"Without the sweep, reviewers could see the chosen weights but not whether the resulting priorities are fragile."},{"mechanism_slug":"ranking_stability_report","role":"Translates alternative weight sets into concrete finding-level scheduling consequences for reviewers.","counterfactual_removal":"Without the report, sensitivity would remain a technical calculation disconnected from authorization and revision."},{"mechanism_slug":"audit_trail_for_weight_changes","role":"Records who altered the tradeoff rule, why, when, and under what authority.","counterfactual_removal":"Without the trail, post-hoc manipulation and stale weights could not be distinguished from authorized revision."}],"causal_chain":["The current composite score collapses contested audit objectives into an apparently technical priority number.","Explicit objective definitions and proxy checks expose what each input represents and where measurement may diverge from the stated value.","Protected escalation thresholds prevent non-negotiable fraud, compliance, and severe-control conditions from being offset by favorable scores elsewhere.","Documented weight rationales and distinguishable proposal, review, and approval roles make authority over tradeoffs inspectable.","A weight sensitivity sweep reveals findings whose queue position depends on plausible alternative value judgments.","A ranking stability report lets reviewers approve stable scheduling choices, require judgmental review of fragile cases, or revise the weights.","A bounded interpretation rule and change audit trail constrain use of the score and make later revision accountable."],"baseline":"The audit-planning team maintains a spreadsheet that calculates one priority score from component ratings, adjusts weights when planning needs change, and uses the resulting order to select findings for follow-up. Component data may be visible, but weight rationales, protected non-compensatory conditions, sensitivity results, approval authority, and revision triggers are not recorded together.","nearest_rivals":["A conventional risk-based audit-planning matrix that scores likelihood and impact but does not govern who may set or revise the weights.","A sensitivity-analysis exercise that reports rank variation but creates no legitimacy rule or required response to fragility.","A hard escalation policy that routes severe findings without governing tradeoffs among the remaining findings.","An audit-committee review of the final follow-up list that does not expose how weights produced the list."],"remaining_contrastive_claim":"The candidate's distinguishing claim is procedural and structural: follow-up prioritization should be authorized as a governed value tradeoff, with non-compensatory escalation thresholds and finding-level responses to weight fragility, rather than treated merely as risk-score calculation, final-list review, or undirected sensitivity analysis.","authority_safety":{"decision_authority":"The audit committee retains authority over the prioritization policy; the chief audit executive may propose weights and operate an approved scorecard, while compliance and accounting officers verify protected obligations within their mandates.","authorized_first_step":"The chief audit executive may conduct a read-only shadow analysis on a fixed historical snapshot of overdue findings and convene one review session; no live queue, finding status, owner assignment, or committee-approved policy may be changed.","excluded_actions":["Automatically closing, downgrading, waiving, or extending any audit finding","Changing a live follow-up schedule during the shadow analysis","Using the score as the sole basis for personnel evaluation or disciplinary action","Allowing weighted performance to override statutory deadlines, confirmed fraud indicators, or designated severe control deficiencies","Retroactively tuning weights to preserve a preferred finding order"],"halt_rollback":"Stop the shadow exercise if required fields cannot be interpreted consistently, protected findings fall into compensatory scoring, confidential finding data cannot be appropriately restricted, or participants discover an unauthorized live-system effect. Discard provisional rankings, preserve the unchanged source snapshot and analysis log, and return to the approved baseline process."},"negative_tests":{"strongest_counterevidence":"The strongest counterevidence would be a complete, current governance record showing that the existing score already has authorized objectives and weights, protected thresholds, affected-party review, finding-level sensitivity reporting, a bounded interpretation rule, and controlled revision history.","problem_falsifier":"The problem is falsified if the follow-up decision is actually governed by one uncontested objective or by mandatory non-compensatory rules, or if plausible weight changes do not alter any queue membership and stakeholders can already trace and challenge every tradeoff.","intervention_falsifier":"The intervention is falsified for this setting if independent reviewers cannot apply the documented objectives consistently, or if the governed process produces no clearer rationale or more reproducible scheduling decisions than the baseline while adding review burden; it is also falsified if fragile cases continue to be treated as determinate despite the specified response rule.","risks":["Disclosure of scoring logic could enable finding owners to optimize reported attributes rather than remediate underlying controls.","Participation could become performative if reviewers can comment but cannot block or revise weights.","Unlike objectives may be forced onto falsely comparable scales.","Protected thresholds may expand until most prioritization becomes rigid, or remain too narrow to protect important obligations.","Historical data may encode inconsistent severity ratings, making sensitivity results appear more precise than their inputs warrant.","The chief audit executive or committee could tune weights post hoc to favor a desired queue.","Additional review may delay follow-up on time-sensitive findings."]},"next_evidence_step":"Using one frozen snapshot of no more than 30 overdue findings, reconstruct the current scoring rule, document objective and proxy definitions, mark protected escalations, and test the approved-or-initial candidate weights plus six predeclared plausible alternatives. Produce a one-page ranking stability report showing queue entry, exit, and rank reversal for a fixed follow-up capacity. Have four authorized reviewers independently identify which cases require escalation, weight revision, or human judgment; compare their decisions and stop without changing operations. Evidence sought is whether hidden compensability exists, whether rankings are weight-fragile, and whether the governance artifacts make disagreements traceable.","prior_art_status":"UNSEARCHED","diversity_from_prior_proposals":"No prior proposals were inspected under runtime isolation; this candidate independently realizes the archetype in governance of an internal-audit finding-remediation queue, with protected escalation conditions and finding-level rank-fragility review.","revision_record":{"parent_version":null,"progress_targets_addressed":[],"conceptual_changes":[],"operational_changes":[],"evidence_changes":[],"claim_changes":[]}}