{"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__biology_ecology","archetype_slug":"layer_decay_and_expiration_management","domain_slug":"biology_ecology","title":"Dependency-Gated Lifecycle Management for Ecological Sample Archives","opportunity_summary":"Assess a governed archive-lifecycle process that inventories ecological holdings, checks dependencies and protected exceptions, marks superseded interpretations, and moves only validated candidates to reversible compatible tiers. The proposed benefit is bounded storage and curation burden without sacrificing necessary ecological memory, but local problem prevalence, comparative effects, and distinctiveness remain unverified.","adopter_authorizer":"The accountable collection curator or repository governance board, subject to scientific, compliance, regulator, funder, and rights-holder review where applicable.","scores":{"meaningful_impact":{"score":4,"rationale":"If the specified accumulation, controlled-storage consumption, and stale interpretations are material, improving capacity and interpretability while preserving longitudinal baselines would be consequential. The packet provides no evidence of prevalence or realized effect magnitude."},"stakeholder_pull":{"score":2,"rationale":"The proposal identifies affected managers, researchers, staff, funders, regulators, and rights holders, but contains no evidence that any institution has requested the intervention, committed resources, or accepted its tradeoffs."},"incremental_advantage":{"score":3,"rationale":"Dependency checks, supersession markers, reversible tiering, and restore drills plausibly address hidden dependencies and stale authority better than ad hoc cleanup or keep-all expansion. No comparative evidence shows that these gains exceed added inventory, governance, and movement burdens."},"distinctiveness_plausibility":{"score":2,"rationale":"The mechanism composition is coherent and domain-specific, but prior art is explicitly unsearched; distinctiveness from existing collection-management, repository, and biobanking lifecycle practices cannot be inferred."},"technical_implementability":{"score":3,"rationale":"Inventorying, tagging, quarantining, tier migration, and restore testing are technically plausible for a bounded cohort. Incomplete identifiers, lineage gaps, incompatible storage tiers, degradation during movement, and non-restorable biological states could prevent reliable execution."},"adoption_authority_feasibility":{"score":3,"rationale":"An accountable curator or governance board is identifiable, and the packet assigns irreversible decisions to it. Feasibility remains mixed because particular holdings may also require scientific, regulatory, funder, jurisdictional, or Indigenous and local rights-holder agreement."},"evidence_readiness":{"score":3,"rationale":"The candidate supplies separate problem and intervention falsifiers, a closed non-type cohort, reversible actions, a baseline comparison, and a restore drill. It does not operationalize measures, sampling, harm tolerances, or decision thresholds."},"safety_net_benefit":{"score":4,"rationale":"Protected classes, dependency vetoes, reversible quarantine, audit preservation, restore testing, halt conditions, and rollback materially limit harm during early evaluation. They cannot restore molecular information lost through handling or fully protect unforeseen future option value."},"scalability":{"score":3,"rationale":"The lifecycle structure could be repeated across cohorts, but identifiers, sample types, storage requirements, scientific value, rights, and governance differ across repositories. Scaling may require substantial cohort-specific review rather than simple replication."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A bounded, non-migratory audit of one closed, non-type cohort to resolve inventory identities, sample dependencies, exceptions, stale labels, occupied capacity, and current retrieval burden against predeclared falsifiers.","confidence":"LOW","assumptions":["The cohort is accessible at one repository.","Existing staff can supply records and limited scientific and governance review.","No destructive assay, major equipment purchase, or live migration occurs.","Archive size, record quality, and required rights review are unspecified."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Design and execute the proposed six-month single-cohort pilot, including inventory reconciliation, dependency and exception review, shadow scoring, limited reversible tier migration, audit records, and one restore drill.","confidence":"LOW","assumptions":["Only validated duplicates or low-use derivatives are moved.","A compatible lower-cost tier already exists or requires only limited adaptation.","Specialist curator, laboratory, data-stewardship, compliance, and evaluation labor is included.","No irreversible disposition or large-scale digitization is included."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Extend validated lifecycle controls from the pilot to multiple cohorts within one substantial monitoring program or repository, including systems integration, staff procedures, governance review, storage handling, training, and evaluation.","confidence":"LOW","assumptions":["Launch remains within one institution or closely governed program.","Holdings include mixed physical and digital materials requiring specialist handling.","Major new repository construction and mass sequencing are excluded.","Identity and lineage remediation is material but not archive-wide reconstruction from scratch."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Recurring lifecycle review, exception maintenance, metadata stewardship, compatible storage, periodic dependency revalidation, restore drills, stakeholder review, and outcome monitoring for one operating repository program.","confidence":"LOW","assumptions":["Review is periodic rather than continuous for every holding.","Existing repository infrastructure remains usable.","No major freezer replacement, facility expansion, or irreversible mass-disposition campaign is included.","Recurring burden depends strongly on accession volume and exception frequency, neither of which is supplied."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The packet specifies observable accumulation, unknown dependencies, stale interpretations, controlled-storage consumption, and deferred cleanup as a falsifiable repository problem, although its prevalence in any actual archive remains unverified."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The accountable curator or repository governance board is explicitly assigned lifecycle authority, with additional scientific, compliance, and rights-holder review where applicable."},"distinct_testable_incremental_claim":{"status":"YES","reason":"Relative to ad hoc retention and keep-all expansion, the proposal claims that dependency-gated reversible tiering and supersession marking can improve capacity, retrieval, and stale-label outcomes within preservation-harm tolerances."},"bounded_next_evidence_step":{"status":"YES","reason":"One closed, non-type cohort supports a bounded inventory and dependency audit followed, only if warranted, by the specified shadow-scored and reversible pilot; both problem and intervention falsifiers are stated."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"For a non-destructive first audit, the candidate identifies accountable authority, protected classes, review requirements, exclusions, halt triggers, and rollback. Unresolved rights or dependencies are treated as vetoes rather than permissions to proceed."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The candidate bounds pilot activities and duration but provides no archive size, labor requirements, storage configuration, data quality, compliance burden, or resource range from which implementation cost can be supported."}},"blocking_evidence":["A representative cohort audit establishing that unmanaged accumulation, stale interpretations, active-storage burden, or missing lifecycle states are material rather than merely plausible.","Predeclared measures and decision thresholds for capacity, retrieval, stale-label correction, identity mismatch, missing dependencies, restoration failure, degradation, and stakeholder objection.","Evidence that proposed lower-cost tiers preserve each relevant material type within acceptable condition and molecular-information tolerances.","Verified authority, consent, legal-hold, funder, jurisdictional, and Indigenous or local rights constraints for the selected cohort.","Comparative pilot evidence showing benefit over continued current practice without exceeding preservation or governance harm tolerances.","Scoped prior-art research distinguishing established repository practice from any incremental contribution of this composition."],"next_evidence_step":"Conduct a time-boxed, non-migratory stratified audit of one closed, non-type cohort: compare recorded holdings and current lifecycle labels with physical and digital inventory, dependency, exception, capacity, retrieval, and stale-label findings. Stop or deprioritize if the predeclared problem falsifier is met—no material unmanaged accumulation, staleness, burden, or undocumented dependencies—and authorize no migration until harm thresholds and governance vetoes are approved.","research_questions":["What proportion of the selected cohort has unresolved identity, lineage, dependency, retention, rights, or interpretation status?","How much active controlled-storage and staff curation burden is attributable to validated duplicates, derivatives, or superseded discovery records?","Which material-specific tier changes preserve condition, provenance, molecular information, retrieval performance, and future reanalysis options?","What noncompensatory vetoes and quantitative tolerances should govern identity mismatch, missing dependency, restore failure, degradation, and stakeholder objection?","Does reversible tiering and supersession marking outperform current practice on capacity, retrieval, and interpretability after accounting for added labor and governance burden?","Which lifecycle elements are established practice, domain adaptations, or potentially distinctive after scoped prior-art review?","Can accountable governance legitimately resolve exceptions for the chosen holdings without defaulting either to unauthorized disposition or permanent keep-all status?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment provides no evidence of problem prevalence, stakeholder demand, realized impact, market size, or institutional willingness to adopt.","Prior art is unsearched, so novelty and competitive differentiation are not scored as demonstrated.","The candidate is a hypothesis and supplies no pilot results, validated scoring weights, material-specific preservation data, or acceptable harm thresholds.","Cost bands are resource-equivalent planning ranges based on stated scope; archive scale, record quality, infrastructure, staffing, and compliance burden are unspecified.","Future scientific option value is intrinsically difficult to observe, and successful restoration of records cannot guarantee restoration of a biological specimen's prior molecular state."],"closed_book_prior_art_boundary":"No conclusion is made about novelty, prevalence, existing commercial or institutional solutions, market size, or realized impact. The assessment treats the described mechanism composition as unsearched and evaluates only its internal specificity, plausibility, testability, safety constraints, and stated comparison with the packet's baseline and nearest rival."}