{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"layer_decay_and_expiration_management__library_information_science","archetype_slug":"layer_decay_and_expiration_management","domain_slug":"library_information_science","title":"Lifecycle-State Gating for Stale Library Discovery Records","opportunity_summary":"The candidate proposes identity resolution, validation leases, explicit lifecycle states, dependency and retention checks, reversible suppression, tombstones, and restoration testing to prevent superseded or context-stale library records from appearing current while preserving provenance and historically meaningful records. Its problem prevalence, causal contribution, comparative effectiveness, and distinctiveness remain unverified hypotheses.","adopter_authorizer":"The library's catalog or discovery governance owner, with required approval or exceptions from the records officer, archivist, privacy or legal officer, and relevant collection steward.","scores":{"meaningful_impact":{"score":3,"rationale":"False availability, obsolete guidance, failed retrieval, and hazardous cleanup could materially affect discovery reliability and preservation, but the sealed candidate provides no evidence that stale layers are prevalent or a substantial source of these harms."},"stakeholder_pull":{"score":2,"rationale":"The proposal identifies patrons, catalogers, electronic-resource staff, archivists, and records officers who could benefit, but supplies no observed demand, complaints, commitments, adoption inquiries, or quantified burden from those stakeholders."},"incremental_advantage":{"score":4,"rationale":"Relative to the stated periodic link-checking and manual-recataloging rival, the composition adds unified identity, lifecycle states, dependency gates, preservation controls, reversible suppression, and tested restoration. Whether these additions improve outcomes enough to justify their labor is untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The integrated composition is specific and coherent, but prior art is explicitly unsearched and its components resemble functions that could already exist across catalog maintenance, electronic-resource management, preservation, and records-retention practice."},"technical_implementability":{"score":3,"rationale":"A 500-record, one-index evaluation with staff adjudication and reversible actions appears technically bounded, but reliable cross-system identity resolution, dependency detection, restoration, and differentiation of obsolete duplicates from valid editions are acknowledged failure points."},"adoption_authority_feasibility":{"score":4,"rationale":"The candidate names a local visibility-change authorizer and the officers controlling holds and preservation exceptions, and it defines exclusions and rollback authority. Coordination across several roles may still slow authorization."},"evidence_readiness":{"score":4,"rationale":"The candidate specifies a usual-practice comparison, measurable outcomes, problem and intervention falsifiers, safety thresholds, exclusions, and restoration checks. Baseline prevalence, attribution methods, and pre-registered tolerances still need definition."},"safety_net_benefit":{"score":4,"rationale":"Labels, redirects, reversible suppression, soft deletion, tombstones, holds, archives, and restoration tests directly reduce the danger of irreversible cleanup. Residual risks include false suppression, hidden historical context, sensitive tombstones, and archives that are nominally retained but practically unrecoverable."},"scalability":{"score":2,"rationale":"Scaling beyond one index would require identity and dependency reconciliation across heterogeneous catalogs, knowledge bases, repositories, guides, licenses, and local retention rules, while staff adjudication may grow with record volume."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Design, execute, and analyze the specified eight-week comparison of 500 electronic-resource records in one discovery index, including sampling, staff adjudication, instrumentation, reversible workflow configuration, restoration testing, governance review, and evaluation.","confidence":"MODERATE","assumptions":["Existing discovery-system access and staff are available without major procurement.","The comparison is limited to one institution, one index, and 500 records.","No hard deletion or preservation-master alteration occurs.","Costs include staff time from catalog, electronic-resource, archival, technical, and evaluation roles."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Build an initial production-capable lifecycle workflow for one library, including identity mapping, state and rule configuration, dependency checks, audit trails, reversible suppression, tombstones, restoration procedures, training, and governance controls.","confidence":"LOW","assumptions":["The institution can extend existing library platforms rather than replace them.","Several record systems or feeds require integration.","Legal, donor, privacy, historical, and retention exceptions require configuration and review.","Reliable automation remains limited and human adjudication is retained for ambiguous cases."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Roll the validated workflow across the participating library's principal discovery sources, migrate or classify an initial backlog, conduct acceptance and safety testing, train staff, and establish monitoring and incident response.","confidence":"LOW","assumptions":["Launch covers one medium-to-large library rather than a consortium.","A material backlog requires review, but not full manual adjudication of every record.","Vendor cooperation and usable interfaces are available.","Preservation and restoration infrastructure already exists or needs only bounded enhancement."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Ongoing validation, exception adjudication, feed monitoring, restoration drills, rule maintenance, staff training, audit review, software support, and outcome measurement for one institution.","confidence":"LOW","assumptions":["Most routine checks can be automated after launch.","Specialists continue reviewing holds, unresolved dependencies, unique records, and ambiguous lifecycle states.","Major platform replacement and consortium-wide coordination are excluded.","Record and feed volumes remain within the institution's current operating scale."]}},"research_burden":"HIGH","earliest_credible_horizon":"0_TO_3_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The candidate defines observable stale exposure, failed access, and maintenance harms, but supplies no external or empirical evidence that stale local record layers are sufficiently frequent or consequential."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The library's catalog or discovery governance owner is identified as the visibility-change authorizer, with named officers and stewards controlling holds and preservation exceptions."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that lifecycle-reviewed records will reduce adjudicated stale exposure and attributable access failures versus usual practice without exceeding tolerances for false suppression, labor, unresolved references, or restoration harm."},"bounded_next_evidence_step":{"status":"YES","reason":"The sealed candidate specifies an eight-week, 500-record, one-index comparison with 250 lifecycle-reviewed and 250 usual-practice records, defined outcomes, exclusions, halt conditions, and reversible actions."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The candidate prohibits hard deletion, age-only suppression, hold overrides, preservation-master alteration, and suppression of unique records with unresolved dependencies; it also requires staff adjudication and restoration on specified halt conditions."},"implementation_cost_scope_and_range":{"status":"YES","reason":"A bounded pilot and one-institution implementation can be scoped into broad resource bands, although cross-system integration, backlog size, vendor interfaces, and adjudication rates make the estimates low to moderate confidence."}},"blocking_evidence":["A representative audit must establish the prevalence of adjudicated stale or superseded records and whether they materially contribute to failed retrieval, misleading discovery, or maintenance work.","Causal attribution must distinguish local lifecycle defects from vendor-feed errors, transient authentication failures, and ranking behavior.","The proposed identity and dependency methods must reliably distinguish obsolete duplicates from distinct editions, past holdings, and historically necessary records.","The comparison must demonstrate improvement over usual practice without exceeding pre-registered tolerances for false suppression, staff effort, unresolved references, hold breaches, or restoration failure.","Prior-art research must determine whether the integrated workflow offers a material distinction from established catalog maintenance, electronic-resource management, digital-preservation, and records-retention practices."],"next_evidence_step":"Subject to the named authorizers, run the specified eight-week comparison of 250 lifecycle-reviewed and 250 usual-practice electronic-resource records in one discovery index, allowing only staff-adjudicated labels, redirects, and reversible suppression. Pre-register thresholds for stale exposure, attributable access failures, staff effort, false suppression, unresolved dependencies, and restore fidelity; falsify the opportunity if stale records are rare or immaterial, if upstream causes dominate, or if benefit fails to exceed the safety and labor tolerances. This assessment does not itself authorize live deployment.","research_questions":["What share of a representative discovery sample is independently adjudicated as superseded, unavailable, or context-stale, and how much harm is attributable to those records?","How much of the observed failure burden instead originates in vendor feeds, authentication, ranking, or other upstream mechanisms?","Can identity and dependency resolution distinguish obsolete duplicates from valid editions, historical holdings, and unique records at an acceptable error rate?","Does lifecycle review outperform periodic link checking and manual cleanup on stale exposure and attributable failed access after accounting for staff effort?","What false-suppression, unresolved-dependency, hold-breach, and restoration-failure rates occur under the proposed controls?","Are retained archives and tombstones practically recoverable, appropriately access-controlled, and compatible with required destruction timelines?","Do automated context signals create disproportionate errors for particular languages, collections, formats, or communities?","Which elements of the integrated workflow are already present in catalog maintenance, electronic-resource management, digital-preservation, or records-retention practice?","What record volume, exception rate, and adjudication time determine whether the workflow can scale economically?","Which governance owner resolves conflicts among discovery visibility, legal retention, donor restrictions, privacy, preservation, and historical access?."],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment with no external sources or prior-art search.","Problem prevalence, stakeholder demand, market size, and realized impact are unmeasured.","The baseline and nearest rival are candidate assertions rather than independently verified descriptions of ordinary practice.","Effectiveness, false-suppression rates, restoration fidelity, and labor requirements remain hypotheses.","Cost bands are resource-equivalent planning ranges, not vendor quotes or point estimates.","Cross-system integration complexity, backlog size, local policy variation, and available interfaces are unknown.","No novelty conclusion is supportable because prior-art status is explicitly unsearched."],"closed_book_prior_art_boundary":"Prior art is unsearched. The sealed packet supports only a testable mechanism composition relative to its stated link-checking and manual-cleanup rival; it does not support claims of novelty, prevalence, market differentiation, or superiority over established catalog, electronic-resource, preservation, or records-retention practices."}