{"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 Literary Gloss","opportunity_summary":"Test whether temporarily hiding nonessential interpretive apparatus during a reader-controlled first pass increases attention to primary-text evidence without materially harming comprehension, accessibility, or contextual understanding. The mechanism is well bounded and reversible, but problem prevalence, effect size, stakeholder demand, and distinctiveness remain unsupported.","adopter_authorizer":"An editor or literature instructor controlling the tested materials can authorize a bounded study; participating readers must consent and retain immediate authority to reveal support.","scores":{"meaningful_impact":{"score":3,"rationale":"Independent noticing and evidence-bound interpretation are meaningful educational objectives, and the proposal also protects contextual access. However, the sealed candidate provides no evidence about problem prevalence, effect magnitude, or the number of readers affected."},"stakeholder_pull":{"score":2,"rationale":"Readers, instructors, editors, and rights holders are identifiable, but the packet contains no demonstrated requests, adoption commitments, workflow pain, or willingness to allocate resources."},"incremental_advantage":{"score":3,"rationale":"The proposal isolates protected, reversible absence from the typography-only rival and supplies distinct falsifiers. Whether that change improves interpretation more than improved hierarchy or ordinary reader self-selection is wholly untested."},"distinctiveness_plausibility":{"score":3,"rationale":"Delayed recoverable gloss is conceptually distinguishable from continuously visible apparatus and from typography changes. Prior art is explicitly unsearched, so distinctiveness relative to existing scaffold fading, progressive disclosure, annotation interfaces, or first-pass pedagogies is uncertain."},"technical_implementability":{"score":4,"rationale":"A one-passage crossover with a clearly cued hidden state, instant reveal, and baseline restoration is technically modest. Accessibility validation, event logging, and reliable apparatus classification prevent a very-favorable rating."},"adoption_authority_feasibility":{"score":4,"rationale":"The editor or instructor has bounded authority over controlled materials, while readers retain reveal authority. Rights constraints, institutional review requirements, and disagreement over essential context could complicate broader authorization."},"evidence_readiness":{"score":3,"rationale":"The packet defines a baseline, nearest rival, observable outcomes, separate problem and intervention falsifiers, and a reversible comparison. It nevertheless contains no empirical effect, classification-reliability, demand, or prior-art evidence."},"safety_net_benefit":{"score":5,"rationale":"Instant reader reveal, preservation of essential and accessibility support, explicit exclusions, consent, no grading consequences, and immediate rollback provide unusually strong safeguards for the bounded test."},"scalability":{"score":3,"rationale":"The interaction could be replicated across digital passages, but each work may require editorial classification, accessibility review, rights coordination, instructor training, and monitoring. Cross-text and cross-reader generalizability is unknown."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Design, implement, recruit for, and analyze one consented reversible crossover study using one short passage and the two specified apparatus conditions.","confidence":"MODERATE","assumptions":["A small participant group is sufficient for directional evidence rather than definitive subgroup claims.","The passage and apparatus are already available for authorized research use.","Costs include protocol design, interface configuration, recruitment, accessibility review, observation or logging, qualitative coding, and analysis.","No high-stakes assessment or permanent content change is involved."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Prepare a production-quality implementation for a bounded course, edition, or reading platform, including classification rules, interface work, accessibility testing, governance, training, and evaluation setup.","confidence":"LOW","assumptions":["Existing publishing or learning infrastructure can be modified rather than replaced.","Independent review is used to distinguish essential support from delayable interpretation.","Rights and institutional approvals are tractable but require coordination.","The scope is limited to a small collection of texts rather than an entire catalog."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Launch the validated design across several controlled texts or course sections with reader support, monitoring, rollback capacity, staff training, and outcome evaluation.","confidence":"LOW","assumptions":["The initial study supports proceeding.","Launch retains immediate reveal and all stated exclusions.","Most cost is labor for editorial review, accessibility assurance, integration, support, and evaluation rather than specialized equipment.","The launch occurs within one organization or partner network."]},"annual_recurring":{"band_2026_usd":"10K_TO_50K","scope":"Maintain the interface and classification process for a bounded program, review new apparatus, support users, monitor accessibility and comprehension signals, and conduct periodic evaluation.","confidence":"LOW","assumptions":["The implementation uses existing software infrastructure.","The number of newly classified texts remains limited.","No major platform redevelopment or large-scale rights acquisition is required.","Human review remains necessary for context classification and reported harms."]}},"research_burden":"HIGH","earliest_credible_horizon":"0_TO_3_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The candidate specifies recognizable observable behavior—early note consultation, reproduction of supplied interpretations, and overlooked textual details—and provides a setting-specific falsifier. It does not establish prevalence, which remains an evidence question rather than a failure of problem definition."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"Editors and instructors controlling the tested materials are explicitly identified as bounded authorizers, and reader authority to reveal support is preserved."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal compares continuously visible apparatus with cued, recoverable first-pass hiding and distinguishes that mechanism from typography-only rearrangement using attention, evidence-use, comprehension, and accessibility outcomes."},"bounded_next_evidence_step":{"status":"YES","reason":"The sealed candidate authorizes a consented, reversible crossover on one short passage, with instant reveal, no grading consequences, explicit halt conditions, and a defined baseline comparison."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The bounded study exempts accessibility aids, necessary context, warnings, attribution, and textual variants; it requires consent, reader-controlled reveal, and immediate rollback. Residual classification and exclusion risks require monitoring but are not an unresolved stop for that study."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The candidate bounds the first study and names implementation elements, but supplies no labor, recruitment, software, compliance, rights, or institutional resource evidence from which a validated cost range can be established."}},"blocking_evidence":["No evidence establishes that readers in the intended setting commonly consult visible interpretive notes before completing the passage or that visibility reduces attention, evidence use, agency, or clarity.","No comparative data show that delayed recoverable gloss improves evidence-bound interpretation relative to continuously visible apparatus or improved typography and hierarchy.","Comprehension, accessibility, distress, frustration, and cultural-exclusion effects have not been measured, especially for readers who rely on early support.","The reliability and fairness of classifying apparatus as essential support versus delayable interpretation are unknown.","Stakeholder demand, workflow fit, authorization requirements, and willingness to maintain the design are untested.","Prior art and the proposal's distinctiveness relative to related interface and pedagogical practices are unsearched."],"next_evidence_step":"Run the authorized consented crossover on one short passage, comparing continuously visible apparatus with clearly cued first-pass hiding and instant reveal, without grading consequences. Compare textual-detail recall, evidence used in interpretation, factual comprehension, perceived clarity and agency, reveal behavior, and accessibility or distress reports. Treat the problem as falsified if baseline readers rarely consult notes early and visibility shows no relevant disadvantage; reject the intervention if it produces no evidence-use or attention improvement, or if comprehension and accessibility harms outweigh any gain.","research_questions":["Do readers consult visible interpretive apparatus before completing the relevant passage, and does that behavior predict reduced attention to unglossed details?","Against continuously visible apparatus, does cued and immediately reversible hiding improve textual-detail recall or evidence-bound interpretation?","Does the intervention preserve factual comprehension, contextual access, accessibility, perceived clarity, and reader trust?","Which supports must remain continuously available, and can independent reviewers classify them consistently?","Do effects differ between novices, experienced readers, and readers relying on linguistic, historical, cognitive, or assistive support?","Does the typography-and-hierarchy rival achieve comparable benefits with fewer comprehension or exclusion risks?","Will editors, instructors, and readers accept the workflow and its allocation of editorial power?","How does the proposal relate to existing scaffold-fading, progressive-disclosure, annotation-interface, and first-pass-reading practices?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment: no external evidence was consulted.","Problem prevalence, stakeholder demand, market size, realized impact, and effect magnitude are unmeasured.","Prior art is unsearched, so no novelty or world-distinctiveness claim is supported.","Cost bands are resource-equivalent planning ranges based only on the candidate's stated scope and explicit assumptions, not observed prices.","Interpretive diversity is not assumed to indicate quality; outcomes must remain tied to textual evidence and comprehension.","The favorable safety assessment applies only to the bounded, consented, reversible study with immediate reveal and stated exemptions."],"closed_book_prior_art_boundary":"The sealed packet supports a coherent and testable contrast between visible apparatus and protected, recoverable first-pass absence, but it contains no prior-art search. No claim is made about novelty, prevalence, comparative maturity, or existing adoption relative to scaffold fading, progressive disclosure, annotation-interface research, or first-pass literary pedagogy."}