{"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__philosophy","archetype_slug":"layer_decay_and_expiration_management","domain_slug":"philosophy","title":"Reversible dialectical-status management for evolving philosophical debates","opportunity_summary":"Apply explicit lifecycle states, successor relations, dependency safeguards, reversible visibility tiers, tombstones, appeals, and periodic revalidation to distinguish current from inactive philosophical formulations while preserving argumentative genealogy. The candidate is testable and technically manageable at small scale, but problem prevalence, stakeholder demand, comparative benefit, governance safety, and distinctiveness from existing scholarly practices remain unverified.","adopter_authorizer":"A designated scholarly editor or plural review panel responsible for a bounded research program, edition, archive, or philosophical knowledge base.","scores":{"meaningful_impact":{"score":3,"rationale":"Reducing obsolete-position misattribution and preserving dependencies could improve reconstruction and criticism, but the packet provides no evidence that ambiguity is prevalent or causes meaningful burden."},"stakeholder_pull":{"score":2,"rationale":"Affected scholars, students, editors, and archivists are identifiable, but no demand, adoption request, willingness to participate, or dissatisfaction with ordinary scholarship is evidenced."},"incremental_advantage":{"score":3,"rationale":"Unlike the stated annotated-bibliography rival, the proposal adds lifecycle states, dependency checks, visibility tiering, restoration, and revalidation; whether these reduce errors or time without introducing interpretive harm is untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The combination is internally differentiated, but prior art is explicitly unsearched and may overlap substantially with scholarly editing, argument mapping, version control, or knowledge-base governance."},"technical_implementability":{"score":4,"rationale":"A 100-item pilot using explicit labels, successor links, audit logs, visibility states, and restoration tests appears feasible with existing scholarly and information-management methods, although identity resolution and semantic checks may require substantial expert judgment."},"adoption_authority_feasibility":{"score":3,"rationale":"The packet identifies an editor or plural panel with limited discovery-status authority and an appeal path, but contested interpretations, institutional legitimacy, and cross-publisher authority remain unresolved."},"evidence_readiness":{"score":4,"rationale":"The candidate supplies a bounded eight-week design, ordinary-practice comparison, measurable outcomes, separate problem and intervention falsifiers, adverse-outcome checks, and halt criteria."},"safety_net_benefit":{"score":4,"rationale":"Source preservation, tombstones, audit logs, reversible quarantine, restoration tests, dependency blocks, appeals, and periodic revalidation provide strong safeguards against irreversible loss, though labels could still acquire excessive authority."},"scalability":{"score":3,"rationale":"The status framework and audit mechanisms could be reused across programs, but interpretive dependencies, expert adjudication, school-specific semantics, appeals, and periodic revalidation may scale poorly."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A bounded eight-week, non-live study of 100 versioned claims or objections, including corpus preparation, independent expert labeling, half-sample marker testing, baseline comparison, disagreement analysis, adverse-outcome review, and restoration testing.","confidence":"MODERATE","assumptions":["Existing source material is accessible without major licensing expense.","Two or more qualified reviewers contribute compensated time.","Only lightweight tooling or manual prototypes are required.","No production discovery system is modified."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Startup for one bounded research program or scholarly collection, including contribution identity resolution, status taxonomy, successor and dependency representation, review and appeal procedures, audit logging, interfaces, migration, training, and compliance review.","confidence":"LOW","assumptions":["Deployment is limited to one institution or editorial program.","Existing repository and discovery infrastructure can be extended.","Original publications remain unchanged.","Corpus size and dependency complexity are not specified."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Controlled launch for one program, including corpus adjudication, integration with discovery interfaces, reviewer calibration, author and stakeholder communication, quality assurance, rollback exercises, and initial monitoring.","confidence":"LOW","assumptions":["Launch excludes ecosystem-wide standardization and multi-publisher integration.","Most classifications require human review.","Contested items remain visible with recorded rationale and appeal paths.","No unusually costly contractual or citation-integrity remediation is required."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Annual operation for one program, including expert review of new and contested items, appeals, periodic revalidation, dependency maintenance, audit retention, software support, monitoring, and governance oversight.","confidence":"LOW","assumptions":["The program has a moderate continuing contribution volume.","Expert adjudication remains the principal recurring cost.","Semantic automation is assistive rather than authoritative.","Major platform replacement and broad consortium governance are excluded."]}},"research_burden":"MODERATE","earliest_credible_horizon":"0_TO_3_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet gives an observable corpus condition and a clear problem falsifier, but labels both the condition and its consequences as hypotheses or inferences and supplies no external evidence of frequency or burden."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"A designated scholarly editor or plural review panel is explicitly assigned limited authority over discovery status, with authors supplying evidence but unable to erase the record unilaterally."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that explicit statuses and visibility tiers outperform ordinary scholarship or provenance-only annotation on current-position misclassification and review time, subject to interpretive-error and reconstruction tolerances."},"bounded_next_evidence_step":{"status":"YES","reason":"The sealed candidate specifies a 100-item, eight-week, half-sample comparison measuring misclassification, review time, disagreement, and restoration without requiring live deployment."},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"Preservation, appeals, plural review, rollback, and exclusions support a safe study, but false closure, editorial capture, minority-view suppression, and unwarranted authority of labels remain unresolved governance risks."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The candidate identifies major workflow components but provides no corpus scale, staffing model, system architecture, integration boundary, or resource evidence from which an implementation range can be validated."}},"blocking_evidence":["Frequency and consequence of superseded-status ambiguity in representative mature philosophical research programs.","Blinded evidence that readers materially misclassify historical formulations as current or incur meaningful reconstruction burden.","Comparative evidence that explicit statuses and visibility tiers improve outcomes over ordinary scholarship or provenance-only annotation.","Reviewer agreement and appeal results showing that lifecycle classification does not manufacture false closure or privilege an editorial orthodoxy.","Successful dependency preservation and restoration within predeclared tolerances.","Bounded prior-art evidence distinguishing the combined design from scholarly editing, argument mapping, version control, and knowledge-base governance.","Evidence of adopter demand, legitimate governance authority, staffing capacity, and sustainable operating costs."],"next_evidence_step":"Conduct a bounded four-week prior-art comparison across scholarly editing, argument mapping, version control, and knowledge-base governance, coding whether each already combines explicit dialectical states, successor relations, dependency-based demotion blocks, reversible visibility tiers, restoration tests, appeals, and periodic revalidation for the claimed causal purpose. Treat discovery of the same combined mechanism and use as the distinctiveness falsifier; otherwise proceed to the sealed 100-item, eight-week offline comparison against ordinary practice.","research_questions":["How often does dialectical-status ambiguity occur, and how often does it cause current-position misclassification, duplicated criticism, or reconstruction delay?","Can independent reviewers distinguish current, superseded, answered, historical, context-dependent, and contested states with acceptable agreement?","Does the intervention outperform ordinary scholarship or provenance-only annotation on misclassification and review time?","What predeclared tolerances are appropriate for interpretive error, exclusion, dependency loss, and failed reconstruction?","Do visibility tiers or status labels suppress minority interpretations or acquire unwarranted truth-like authority?","Which elements or combinations are absent from established scholarly editing, argument-mapping, version-control, and knowledge-base practices?","What governance, appeal, staffing, integration, and recurring-review resources are required for one bounded adopter?"] ,"recommendation":"PRIOR_ART_RESEARCH","uncertainty_constraints":["Closed-book assessment with no external validation of prevalence, demand, prior art, realized impact, market size, or costs.","Observable state and consequences are explicitly marked as hypotheses or inferences.","Philosophical relevance does not predictably decay with age, and dialectical dependencies may be interpretive rather than enumerable.","The proposed authority concerns discovery status, not truth, validity, source alteration, or destruction.","Cost bands are resource-equivalent planning ranges based only on the described scope and carry no empirical procurement basis."],"closed_book_prior_art_boundary":"Prior-art status is explicitly UNSEARCHED. This assessment makes no claim that the proposal, its components, or their combination are novel, rare, prevalent, or absent from existing scholarly editing, argument-mapping, version-control, archival, or knowledge-base practices."}