{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__history_historiography","archetype_slug":"deadweight_loss_reduction","domain_slug":"history_historiography","title":"Risk-Tiered Archival Access Pathway","opportunity_summary":"Conditionally reduce avoidable delay and redundant review for bounded, low-risk archival requests through preapproved risk tiers and reusable checks, while retaining redaction, authentication, logging, appeal, hard restrictions, and rollback. The opportunity depends on first establishing that coarse restrictions—not necessary protection or ordinary processing constraints—cause a material pool of delayed, denied, or abandoned requests.","adopter_authorizer":"The archive's legally authorized governing or custodial body, with privacy, ethics, conservation, rights-holder, and affected-community review where mandated.","scores":{"meaningful_impact":{"score":3,"rationale":"Faster access and lower review burden could broaden historical evidence and release staff capacity, but the packet explicitly treats the size and prevalence of avoidable restriction as an unverified hypothesis."},"stakeholder_pull":{"score":2,"rationale":"The proposal identifies researchers, archival staff, funders, and publics who could benefit, but supplies no evidence that archives or affected parties currently demand risk tiering or regard the hypothesized wedge as material."},"incremental_advantage":{"score":3,"rationale":"Risk tiers and reusable determinations directly address eligibility restrictions and duplicative approvals in a way that catalogs, digitization, forms, or guidance would not; advantage disappears if discovery, genuine scarcity, or mandatory review explains nonuse."},"distinctiveness_plausibility":{"score":2,"rationale":"The mechanism is coherently differentiated from the stated transaction-cost rival, but prior art is explicitly unsearched, so distinctiveness relative to existing archival or controlled-access practices is unsupported."},"technical_implementability":{"score":4,"rationale":"A single collection class, no more than 50 requests, retained controls, logging, matching, and rollback form a technically manageable administrative workflow, although classification rules and outcome definitions remain unspecified."},"adoption_authority_feasibility":{"score":3,"rationale":"The necessary authorizer is clearly identified and the pathway preserves custodial controls, but lawful discretion to vary review and the required privacy, ethics, conservation, rights-holder, and community approvals must be confirmed locally."},"evidence_readiness":{"score":4,"rationale":"The packet provides observable delay, denial, abandonment, effort, access, incident, complaint, inequity, and conservation outcomes plus separate problem and intervention falsifiers; matching rules and thresholds still require preregistration."},"safety_net_benefit":{"score":4,"rationale":"Hard exclusions, redaction, authentication, logging, appeal, immediate suspension, reversion to ordinary review, and independent restart review create meaningful containment and rollback, though some disclosure or community harms could remain irreversible."},"scalability":{"score":3,"rationale":"The workflow could be repeated across collection classes, but risk definitions, donor terms, legal duties, conservation needs, and community interests are likely collection- and institution-specific, limiting simple replication."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A bounded retrospective intake audit at one archive, coding a defined sample of delayed, denied, completed, and abandoned requests by risk, delay cause, required protection, redundancy, scarcity, and outcome, with limited researcher follow-up and an ordinary-processing comparison.","confidence":"LOW","assumptions":["Relevant request and review records already exist and can be accessed under institutional authority.","The audit covers one institution and one low-sensitivity collection class or comparable request category.","No record contents are released and no major data-system build is required.","Labor includes archival, privacy or ethics, analysis, and limited affected-party review."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Design and authorization of a prospective pathway for one low-sensitivity collection class, including tier criteria, legal and policy review, affected-party consultation, preregistration, staff training, logging configuration, matching rules, incident thresholds, appeals, and rollback procedures.","confidence":"LOW","assumptions":["Existing archive systems can be configured rather than replaced.","No donor terms, statutory restrictions, or custody duties must be renegotiated.","The archive can assign qualified internal legal, privacy, conservation, and ethics personnel.","Classification and monitoring remain human-governed."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"A six-month, single-archive prospective evaluation of up to 50 tier-classified requests against matched ordinary-review requests, retaining all specified safeguards and conducting independent outcome and harm review.","confidence":"MODERATE","assumptions":["The pilot remains limited to one preauthorized low-sensitivity collection class.","No sealed or legally restricted records are opened.","Costs include staff processing, monitoring, researcher communications, evaluation, appeals, and contingency review.","A serious incident suspends the pathway rather than requiring continued operation."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Ongoing operation at one archive after a successful pilot, including classification, logging, periodic audits, appeals, staff refreshers, affected-party oversight, and review of tier definitions.","confidence":"LOW","assumptions":["Annual request volume remains modest and close to the pilot's scale.","Existing authentication, preservation, and access-control infrastructure remains usable.","The pathway does not expand to substantially more sensitive collections.","Recurring independent review is periodic rather than continuously staffed."]}},"research_burden":"MODERATE","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The candidate makes the problem intelligible and observable, but explicitly labels meaningful prevalence as a hypothesis and provides no external evidence that avoidable coarse restrictions affect a material request pool."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The archive's legally authorized governing or custodial body is identified as the decision authority, with additional mandated privacy, ethics, conservation, rights-holder, and community review."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that risk tiers and reusable checks will outperform ordinary review on completion time, staff effort, or usable access without exceeding preset harm thresholds, and separately identifies conditions favoring the nearest rival."},"bounded_next_evidence_step":{"status":"YES","reason":"A single-archive intake audit can compare requests delayed by coarse or redundant review with those delayed by necessary protection or scarcity and can falsify the problem before any access pathway is deployed."},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The packet supplies exclusions, safeguards, suspension, and rollback, but local legal discretion, reliable ex ante classification, acceptable inequity remedies, and prospective serious-harm thresholds remain unresolved."},"implementation_cost_scope_and_range":{"status":"YES","reason":"The specified single collection class, six-month duration, maximum of 50 requests, matched ordinary-review comparison, retained safeguards, and rollback provide enough scope for broad resource-equivalent bands, despite low cost confidence."}},"blocking_evidence":["Whether a material pool of low-risk requests is delayed, denied, or abandoned because of coarse restrictions or redundant approvals after controlling for legally required protection, conservation constraints, and capacity scarcity.","Whether the relevant custodial body has lawful authority to vary the review pathway for the selected collection class.","Whether low-risk cases can be classified prospectively with acceptable error rates, including correlated-information and community-harm risks.","Prospective definitions for matching, meaningful improvement, serious incidents, justified complaints, inequity, conservation harm, and automatic suspension.","Whether expedited routing would systematically advantage well-resourced researchers and whether a workable remedy exists."],"next_evidence_step":"Conduct a preregistered retrospective audit at one willing archive using a fixed sample and coding protocol: compare delayed, denied, completed, and abandoned requests attributed to coarse or duplicative review against requests attributable to mandatory protection, conservation, or capacity scarcity. Stop if no material pool of otherwise qualifying low-risk requests is found; do not initiate live access changes from this audit.","research_questions":["What fraction of relevant delay, denial, and abandonment remains attributable to coarse restrictions or redundant approvals after controlling for mandatory review and real scarcity?","Can request and record characteristics define low-risk tiers prospectively without unacceptable privacy, rights, community, conservation, or correlated-information errors?","Does the governing body possess lawful discretion to establish the proposed tiers while honoring donor terms, custody duties, and mandated review?","What preregistered comparison and matching rules would prevent the pilot's cases from being unrepresentatively easy?","What thresholds for disclosure, complaints, inequity, misclassification, and conservation harm should trigger automatic suspension?","Would risk tiering reduce total staff effort, or merely shift work into classification, monitoring, appeals, and oversight?","Would qualifying access be distributed equitably across researchers with different institutional resources?","Does prior research or practice already establish comparable risk-tiered archival access pathways?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment with no external evidence of prevalence, stakeholder demand, prior art, realized impact, or exact cost.","The packet describes the archival wedge and its causal importance as hypotheses rather than established conditions.","Cost bands assume one archive, one low-sensitivity collection class, existing core systems, and no renegotiation of legal or donor restrictions.","Safety feasibility depends on locally valid risk tiers and thresholds that the packet does not yet define.","Historical and public value cannot override privacy, rights, community interests, or conservation duties."],"closed_book_prior_art_boundary":"Prior art is explicitly unsearched. This assessment makes no claim that risk-tiered archival access, reusable determinations, controlled-access pilots, or analogous review-streamlining mechanisms are novel, rare, or absent from current practice."}