{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"negative_space_design__criminology_forensic","archetype_slug":"negative_space_design","domain_slug":"criminology_forensic","title":"Reversible Context Gating Before Initial Forensic Examination","opportunity_summary":"Test whether withholding classified task-irrelevant case narrative until after initial forensic observations improves independence, accuracy, and auditability without causing critical omissions, delay, or confusion. The context remains labeled, recoverable, and exposure-logged; benefit, demand, prevalence, and distinctiveness remain unverified.","adopter_authorizer":"Scientific leadership and quality authority of an accredited forensic laboratory, with examiner and legal-stakeholder review; researchers may authorize only simulated or retrospective testing.","scores":{"meaningful_impact":{"score":4,"rationale":"If premature contextual exposure changes interpretation, the proposed control could materially affect accuracy, procedural fairness, independence, and auditability in consequential forensic decisions. The packet does not establish exposure prevalence or effect size, preventing a 5."},"stakeholder_pull":{"score":3,"rationale":"Examiners, laboratory leadership, legal parties, and courts have plausible interests in accurate and auditable conclusions, but the sealed candidate contains no evidence of expressed demand, adoption requests, or dissatisfaction with current procedures."},"incremental_advantage":{"score":3,"rationale":"Unlike the stated relevance-checklist rival, gated display prevents initial exposure and logs later reveal rather than relying on examiners to ignore visible information. Whether this control improves outcomes enough to offset omissions, delay, and classification errors is untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The packet itself identifies possible overlap with forensic blinding, sequential unmasking, and context-management procedures. Prior art is explicitly unsearched, so substantive distinctiveness cannot be credited."},"technical_implementability":{"score":4,"rationale":"A counterbalanced simulation with gated packets, required initial observations, reversible reveal, and exposure logging is technically bounded and feasible in principle. Reliable phase-specific relevance classification and production case-system integration remain material difficulties."},"adoption_authority_feasibility":{"score":3,"rationale":"The laboratory scientific and quality authorities are identifiable, and the proposal protects their control over live protocols. Adoption would still require examiner, quality, accessibility, disclosure, and legal review across stakeholders with potentially conflicting concerns."},"evidence_readiness":{"score":4,"rationale":"The candidate specifies a safe comparison, predefined outcomes, intervention and problem falsifiers, exclusions, and halt conditions. Representative tasks, validated relevance classes, qualified participants, and independence measures still require development."},"safety_net_benefit":{"score":4,"rationale":"Deliberate labeling, recoverable context, logged reveal, preservation of provenance and safety-critical information, and explicit rollback provide meaningful safeguards beyond simple concealment. These controls do not eliminate misclassification or legal-process risks."},"scalability":{"score":3,"rationale":"The phase-gating and logging pattern could be reused across examinations, but relevance rules, method requirements, hazards, accessibility, and case-management integration may need discipline- and laboratory-specific configuration."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"One preregistered, counterbalanced simulation using synthetic or closed adjudicated materials, including protocol design, independent relevance classification, examiner participation, secure study tooling, outcome coding, analysis, and review.","confidence":"MODERATE","assumptions":["A single forensic discipline or narrowly bounded task family is studied.","Existing secure facilities and ordinary examination equipment are available.","No live-case reports, disclosure rights, or production access controls are changed.","Expert participant recruitment and material preparation constitute substantial labor."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"A limited single-laboratory production implementation covering protocol design, relevance taxonomy, gated interface configuration, reveal logging, training, quality validation, legal review, and rollback preparation.","confidence":"LOW","assumptions":["The laboratory has a configurable case-management platform rather than requiring full replacement.","Deployment begins with one discipline and a limited set of examination phases.","Accreditation, security, accessibility, and disclosure reviews are required.","The band excludes organization-wide or multi-jurisdiction rollout."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Operational launch across multiple examination teams within one laboratory, including expanded workflow validation, production integration, training, monitoring, documentation, quality-system changes, and launch evaluation.","confidence":"LOW","assumptions":["Initial technical components can be reused after the limited deployment.","Several examination teams require discipline-specific rules and validation.","No major replacement of evidence-management infrastructure is necessary.","Live use proceeds only after safety, legal, and accuracy thresholds are met."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Annual single-laboratory operation, including context-manager labor, relevance-rule maintenance, audit-log review, refresher training, software support, incident review, and periodic outcome monitoring.","confidence":"LOW","assumptions":["Case volume and exception rates are moderate.","Existing quality and IT staff absorb part of the work.","The gated interface does not require a separately licensed enterprise platform.","Recurring legal disputes or extensive manual classification could move costs above this band."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The candidate identifies a concrete workflow state—task-irrelevant narrative displayed before initial observations—and separates the problem falsifier from the intervention claim. Its prevalence and realized effect still require evidence."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"Accredited-laboratory scientific leadership and quality authority are explicitly assigned protocol authority, with examiner and legal-stakeholder review."},"distinct_testable_incremental_claim":{"status":"YES","reason":"Protected absence with logged triggered reveal can be compared directly with ordinary full-context display and the stated checklist rival on accuracy, omissions, time, confidence, comprehension, and independence-related outcomes."},"bounded_next_evidence_step":{"status":"YES","reason":"The packet authorizes a preregistered, counterbalanced simulation using synthetic or closed adjudicated materials and prohibits changes to live cases or access rights."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"For the authorized simulation, legally mandated, provenance, methodological, and safety-critical information is protected; context remains recoverable; and predefined omission, comprehension, and accuracy failures trigger rollback."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The intervention components are identifiable, but the candidate does not specify laboratory size, disciplines, case volume, existing system configurability, classification workload, or compliance effort. Broad bands therefore depend on stated single-laboratory assumptions."}},"blocking_evidence":["Whether representative forensic workflows expose examiners to task-irrelevant context before initial observations, and how often.","Whether premature exposure is associated with meaningful changes in interpretation, error, attention, confidence, or auditability.","Whether independent reviewers can classify phase-specific relevance with acceptable agreement and sufficiently low critical-withholding error.","Whether gated display improves predefined outcomes relative to full-context display or a visible-context relevance checklist.","Whether participants correctly understand that withheld context exists and can recover it without harmful delay.","Whether the composition is substantively distinct from existing forensic blinding, sequential-unmasking, or context-management procedures.","Whether laboratory quality authorities and legal stakeholders consider a compliant live protocol acceptable."],"next_evidence_step":"With an accredited-laboratory partner, preregister a counterbalanced simulation in one bounded examination task comparing ordinary full-context display, a visible full-packet relevance checklist, and labeled gated display with required initial observations and logged reveal. Independently classify relevance before testing and measure classification agreement, accuracy, critical omissions, time, confidence, state comprehension, and auditability. Falsify progression if gating provides no predefined improvement over both comparisons or materially worsens critical omissions, accuracy, delay, or comprehension.","research_questions":["How frequently do ordinary examiner-facing materials contain information unnecessary for the current examination phase?","Which information classes are consistently task-critical, phase-contingent, safety-critical, legally required, or irrelevant?","What inter-reviewer agreement and critical-error rates are achieved when assigning those classes?","Does gating change accuracy or independence-related outcomes beyond a relevance checklist that leaves all context visible?","Do logged initial observations improve auditability without inducing premature commitment or unjustified confidence?","How quickly and reliably can examiners retrieve additional context when method, safety, or interpretation requires it?","Which interface labels prevent users from mistaking protected absence for complete disclosure or missing evidence?","What existing procedures or systems already implement some or all of the proposed mechanism composition?","What laboratory quality, accreditation, accessibility, disclosure, and due-process requirements would govern live adoption?"],"recommendation":"PARTNERED_RESEARCH","uncertainty_constraints":["Closed-book assessment provides no external evidence of prevalence, demand, prior art, market size, realized impact, or exact cost.","All benefit claims remain hypotheses or inferences rather than demonstrated effects.","Cost bands are resource-equivalent planning ranges conditioned on a single-laboratory scope and unknown existing-system configurability.","The simulation can establish bounded performance but cannot by itself authorize live-case use.","Results may not transfer across forensic disciplines because relevance, hazards, methods, and legal requirements differ.","Context-manager judgment could introduce a new source of bias even if examiner exposure is reduced."],"closed_book_prior_art_boundary":"Prior art is explicitly unsearched. The packet names forensic blinding, sequential unmasking, and context-management procedures only as possible overlap requiring research; no conclusion about novelty, prevalence, comparative performance, or freedom to operate is warranted."}