{"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__literature_literary_theory","archetype_slug":"negative_space_design","domain_slug":"literature_literary_theory","title":"Protected First Pass Before Recoverable Interpretive Gloss","opportunity_summary":"Test whether temporarily hiding interpretive commentary during a bounded first reading of a literary passage, while retaining immediate reader-controlled reveal and essential support, increases attention to textual evidence without unacceptable comprehension, accessibility, or inclusion losses.","adopter_authorizer":"Editors and literature instructors may authorize tests in materials they control; participating readers must consent and retain immediate authority to reveal support.","scores":{"meaningful_impact":{"score":3,"rationale":"The proposal targets interpretive agency, textual-evidence use, comprehension, and access, all meaningful reader outcomes, but the sealed candidate provides no evidence about problem prevalence, effect magnitude, or net benefit."},"stakeholder_pull":{"score":2,"rationale":"Editors, instructors, and readers are identifiable stakeholders, but the packet contains no demonstrated demand, adoption request, purchasing commitment, or evidence that continuously visible apparatus is a priority problem for them."},"incremental_advantage":{"score":3,"rationale":"Protected, reversible absence is explicitly distinguishable from the typography-and-hierarchy rival and could change first-pass attention, but no evidence shows that it improves outcomes relative to that rival or continuously visible apparatus."},"distinctiveness_plausibility":{"score":3,"rationale":"The timing, classification, and instant-reveal composition forms a coherent testable intervention, but prior art is unsearched and unverified, so distinctiveness relative to existing annotation interfaces and pedagogies is unknown."},"technical_implementability":{"score":4,"rationale":"A one-passage crossover with cued hiding, instant reveal, and event logging appears technically bounded and reversible; accessibility verification and apparatus classification add material but manageable implementation work."},"adoption_authority_feasibility":{"score":4,"rationale":"The packet identifies editors and instructors as bounded authorizers and preserves reader consent and reveal control. Feasibility is reduced by rights, accessibility, institutional review, and editorial-classification responsibilities that may vary by setting."},"evidence_readiness":{"score":4,"rationale":"The candidate specifies a baseline, crossover design, observable outcomes, problem and intervention falsifiers, rollback conditions, and a short-passage test, although measures and classification criteria still require preregistration."},"safety_net_benefit":{"score":3,"rationale":"Instant reveal, exemptions for essential and accessibility support, consent, no grading consequences, and immediate rollback provide meaningful safeguards, but delayed context can still cause misconception, exclusion, distress, or increased cognitive burden."},"scalability":{"score":3,"rationale":"The interface behavior could potentially be reused across digital passages, but scaling depends on reliable classification of essential versus interpretive apparatus, accessibility testing, rights constraints, instructor practice, and evidence across reader populations and genres."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Design and run one consented, reversible crossover study on a short passage, including apparatus classification, accessible interface configuration, participant coordination, outcome measures, event logging, analysis, and review of adverse effects.","confidence":"LOW","assumptions":["A small bounded study uses an existing digital reading platform or a lightweight prototype.","No costly rights acquisition or extensive institutional contracting is required.","The study includes readers with relevant support needs but is not powered for broad subgroup claims.","The packet provides no exact staffing, sample-size, or compliance requirements."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Prepare a limited course or edition deployment, including production-quality progressive disclosure, accessibility assurance, apparatus classification and independent review, instructor or editor workflow, consent and disclosure materials, analytics controls, and evaluation design.","confidence":"LOW","assumptions":["Deployment covers a limited collection or course rather than an entire publishing catalog.","An existing content and identity platform can be adapted.","Essential context, textual variants, warnings, attribution, and accessibility aids remain continuously available.","Rights and institutional requirements do not demand major platform replacement."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Launch the intervention for a bounded instructional program or digital edition with content migration, staff training, reader support, accessibility validation, monitoring, rollback capability, and post-launch evaluation.","confidence":"LOW","assumptions":["Launch remains limited to one institution, course family, or edition.","Manual editorial review is required for each passage or annotation class.","No high-stakes assessment use is included.","Costs could move substantially with corpus size, platform integration, and compliance obligations."]},"annual_recurring":{"band_2026_usd":"10K_TO_50K","scope":"Maintain a bounded deployment through accessibility regression checks, interface maintenance, support, annotation reclassification, monitoring, consent-compliant log handling, and periodic outcome review.","confidence":"LOW","assumptions":["The deployment remains limited in scale and uses existing hosting and support systems.","Content changes are occasional rather than continuous across a large catalog.","No exact maintenance volume, licensing expense, or staffing model is supplied."]}},"research_burden":"MODERATE","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The packet defines observable behaviors—early consultation of pervasive notes, reproduction of supplied interpretations, missed unglossed details, and difficulty separating text from apparatus—and supplies a direct problem falsifier."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"Editors and instructors are explicitly authorized to pilot only in materials they control, while readers retain consent and immediate reveal authority."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that a protected, reversible first pass improves evidence-bound attention relative to continuously visible apparatus, with typography-only improvement identified as the nearest rival and with explicit intervention falsifiers."},"bounded_next_evidence_step":{"status":"YES","reason":"A consented one-passage crossover comparing visible apparatus with cued first-pass hiding is specified, including instant reveal, no grading consequences, observable outcomes, and rollback conditions."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"For the bounded test, authority is limited, reader control is preserved, essential and accessibility support is exempted, and explicit halt conditions address comprehension, distress, exclusion, discoverability, and accessibility. These controls support a pilot but do not establish safety for broader deployment."},"implementation_cost_scope_and_range":{"status":"YES","reason":"A bounded crossover and limited deployment have identifiable labor, interface, accessibility, coordination, data, and evaluation scopes that can be assigned broad resource-equivalent bands, although exact costs remain unsupported."}},"blocking_evidence":["No evidence establishes that readers commonly consult visible interpretive notes before completing passages or that visibility measurably reduces attention, textual-detail recall, evidence use, agency, or clarity.","No comparative evidence establishes that delayed recoverable gloss outperforms continuously visible apparatus or improved typography and hierarchy.","No evidence establishes that comprehension, accessibility, inclusion, distress, and cognitive-effort harms remain within acceptable limits for affected reader groups.","The reliability and fairness of classifying apparatus as essential support versus delayable interpretation are unknown.","Prior art is unsearched and unverified, so novelty and differentiation from existing interface and teaching practices are unknown."],"next_evidence_step":"Run the authorized, consented crossover on one short passage, comparing continuously visible apparatus against clearly cued first-pass hiding with instant reveal. Preregister apparatus-classification rules and thresholds for textual-detail recall, evidence-bound interpretation, comprehension, support discoverability, accessibility, cognitive effort, and distress. Reject the problem hypothesis if visible notes are rarely consulted early and do not worsen attention-related outcomes; reject the intervention if hiding produces no comparative gain or if comprehension or access harms exceed the preregistered threshold.","research_questions":["Do readers consult continuously visible interpretive apparatus before completing the passage, and does that behavior predict reduced noticing or evidence use?","Does cued, instantly reversible first-pass hiding improve textual-detail recall or evidence-bound interpretation relative to visible apparatus and a typography-improved rival?","Which factual, linguistic, historical, textual, warning, attribution, and accessibility supports must never be delayed?","Can independent reviewers classify essential versus interpretive apparatus reliably, and how should disagreements be resolved?","Do effects and harms differ for novices, experienced readers, readers using assistive technology, or readers unfamiliar with the text's language and historical context?","Do readers understand the hidden state, find the reveal control immediately, and perceive the intervention as supportive rather than manipulative or erroneous?","Are any gains sustained after commentary returns, and do readers productively compare their reading with supplied interpretations?","What existing interfaces or pedagogies already implement equivalent scaffold fading, progressive disclosure, or protected first-pass reading?"] ,"recommendation":"PILOT_NOW","uncertainty_constraints":["All claimed reader effects are hypotheses; the sealed packet supplies no empirical outcome data.","Problem prevalence, stakeholder demand, market size, and realized impact are unmeasured.","Prior art and world novelty are unmeasured.","Cost bands are resource-equivalent planning ranges, not quotations or point estimates.","The recommendation applies only to the bounded, reversible, consented, non-graded test with immediate reveal and continuously available essential support.","Results from one passage or population would not justify broad adoption without replication and subgroup safety evidence."],"closed_book_prior_art_boundary":"Prior art is unsearched and unverified. This closed-book assessment makes no claim about novelty, prevalence, existing implementations, market position, or superiority over known annotation interfaces, scaffold-fading methods, progressive disclosure systems, or first-pass reading pedagogies."}