{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp04_retrieval_first_paired20_20260802","cell_id":"deadweight_loss_reduction__communication_media_studies","arm":"RETRIEVAL_FIRST","round_index":0,"hypotheses":[{"hypothesis_id":"H1","title":"Risk-tiered newsroom legal review","problem":"Uniform prepublication review delays time-sensitive reporting even when many stories present routine legal risk.","affected_stakeholder":"Reporters and audiences awaiting public-interest news.","workflow_boundary":"From completed draft entering legal review to publication clearance.","failure_mode":"A single serial approval queue treats low- and high-risk stories alike, destroying timeliness while protecting against defamation and privacy harms.","unit_of_analysis":"Story-review episode.","causal_lever":"Route low-risk drafts through standardized checks with a decision deadline while retaining full counsel review for flagged cases.","archetype_mapping":"An avoidable approval wedge blocks timely publication; risk-tiering reduces procedural delay while preserving substantive legal safeguards.","expected_value":"More time-sensitive stories published before their value decays, without higher correction, complaint, or claim rates.","falsifiable_claim":"In a bounded pilot, eligible stories will have at least 30% shorter median clearance time with no increase in substantiated legal complaints per published story.","diversity_rationale":"Targets an internal approval queue and story-level delay, unlike allocation, licensing-fee, capacity-pricing, or auction-floor hypotheses.","mechanism_slugs":["permit_or_approval_streamlining","regulatory_simplification_pilot","impact_assessment_table"],"search_questions":["How common is mandatory prepublication legal review in newsrooms?","Have news organizations tested risk-tiered or deadline-bound legal review?","Which complaint and claim metrics adequately protect subjects and publishers?"]},{"hypothesis_id":"H2","title":"Rights-tiered archive reuse fees","problem":"Blanket fees and manual licensing requirements deter low-risk educational reuse of digitized media archives.","affected_stakeholder":"Teachers, local documentarians, and small cultural producers.","workflow_boundary":"From discovery of an archive item to licensed downstream reuse.","failure_mode":"One charge and permission path bundles legitimate rights administration with legacy revenue friction, leaving reusable material idle.","unit_of_analysis":"Archive-item reuse request.","causal_lever":"Assign rights-status tiers, waive or reduce charges for verified low-risk noncommercial uses, and retain full licensing for restricted assets.","archetype_mapping":"A fee-and-permission wedge suppresses mutually beneficial reuse; tiering removes the legacy portion while preserving copyright, privacy, and cost recovery.","expected_value":"More lawful reuse and cultural circulation with stable rights violations and recoverable administration costs.","falsifiable_claim":"Eligible items offered through the tiered path will receive at least 20% more completed lawful reuses without increasing verified rights incidents per reuse.","diversity_rationale":"Targets asset-level licensing and a fee wedge, differing from H1's publication approval, H3's airtime allocation, H4's equipment congestion, and H5's ad-auction floor.","mechanism_slugs":["tariff_fee_or_toll_redesign","distortion_reduction_review","cost_benefit_assessment_protocol"],"search_questions":["Which archives impose uniform reuse fees despite heterogeneous rights risk?","Do fee waivers measurably increase completed educational or documentary reuse?","What rights-status classifications can be made reliably at item level?"]},{"hypothesis_id":"H3","title":"Transferable community-radio airtime slots","problem":"Grandfathered program slots can remain underused while qualified community producers cannot obtain airtime.","affected_stakeholder":"Community broadcasters, prospective producers, and underserved local audiences.","workflow_boundary":"Periodic assignment and renewal of noncommercial broadcast schedule slots.","failure_mode":"A fixed historical allocation preserves incumbency rather than pluralism, producing idle or low-value airtime under a legitimate capacity limit.","unit_of_analysis":"Station-hour per scheduling cycle.","causal_lever":"Reclaim persistently unused slots and reassign them through transparent, time-limited community-value criteria with incumbent notice and appeal.","archetype_mapping":"The broadcast-hour cap remains intact, but a stale allocation formula is repaired to reduce stranded capacity while safeguarding viewpoint and community access.","expected_value":"Higher slot utilization and broader locally relevant programming without reducing mandated service or representation.","falsifiable_claim":"Reformed scheduling will reduce unused assigned hours by at least 25% and increase distinct qualified producers without lowering compliance with representation and public-service thresholds.","diversity_rationale":"Concerns quantity allocation of scarce public-interest airtime at the station-hour level, structurally distinct from approvals, fees, congestion pricing, and reserve prices.","mechanism_slugs":["quota_or_allocation_rule_review","impact_assessment_table","sunset_clause_review"],"search_questions":["How do community stations assign and renew program slots?","Is persistent nonuse documented under grandfathered schedules?","Which allocation safeguards preserve minority and public-service programming?"]},{"hypothesis_id":"H4","title":"Scarcity-priced media-lab reservations","problem":"Free, flat reservations create peak queues and no-shows for media-production equipment while off-peak capacity sits idle.","affected_stakeholder":"Students and independent creators needing cameras, studios, or editing suites.","workflow_boundary":"From reservation request through equipment return or released booking.","failure_mode":"Peak access is rationed by early booking and wasted reservations rather than urgency, while equal-access protections are only weakly served.","unit_of_analysis":"Bookable equipment-hour.","causal_lever":"Use scarcity-varying reservation credits, refundable on attendance, alongside a protected baseline allotment and hardship credits.","archetype_mapping":"A flat access rule creates congestion and idle capacity; variable credits shift flexible demand while preserving a non-price access floor.","expected_value":"Higher completed utilization, fewer no-shows, and shorter peak waits without excluding low-resource users.","falsifiable_claim":"Compared with flat booking, the credit pilot will cut peak unmet requests and no-shows by at least 15% while leaving utilization by protected users statistically unchanged.","diversity_rationale":"Uses a time-varying capacity signal on equipment-hours, unlike H1's review process, H2's licensing fee, H3's quota assignment, or H5's auction reserve.","mechanism_slugs":["congestion_or_capacity_pricing_adjustment","regulatory_simplification_pilot","impact_assessment_table"],"search_questions":["Have media labs used credits, deposits, or dynamic reservation rules?","What share of unmet demand coexists with off-peak vacancy or no-shows?","Which baseline entitlements prevent socioeconomic exclusion?"]},{"hypothesis_id":"H5","title":"Segmented reserve prices for local ads","problem":"Uniform minimum prices for digital local-news advertising leave low-demand inventory unsold and exclude small advertisers.","affected_stakeholder":"Local publishers, small advertisers, and audiences benefiting from publisher revenue.","workflow_boundary":"From an eligible impression entering the publisher auction to sale or expiration.","failure_mode":"A coarse reserve price protects yield and brand position but destroys trades on low-demand segments where advertiser value exceeds marginal delivery cost.","unit_of_analysis":"Eligible advertising impression auction.","causal_lever":"Set segment-specific reserve prices using observed demand, with floors for sensitive placements and revenue and ad-quality rollback triggers.","archetype_mapping":"An administered price floor creates unsold surplus; differentiated reserves retain brand-safety and revenue safeguards while reopening blocked exchanges.","expected_value":"Greater fill and net publisher revenue from previously unsold inventory without degrading advertiser quality or user experience.","falsifiable_claim":"A randomized segmented-reserve test will increase publisher net revenue per eligible impression by at least 5% without increasing blocked-ad, complaint, or page-abandonment rates.","diversity_rationale":"Tests a platform auction price floor at impression level, distinct in stakeholder, boundary, failure mode, unit, and lever from the other four.","mechanism_slugs":["price_control_redesign","cost_benefit_assessment_protocol","distortion_reduction_review"],"search_questions":["How prevalent are uniform reserve prices among local digital publishers?","When do lower reserves raise rather than cannibalize publisher revenue?","Which ad-quality and audience-harm measures should constrain reserve changes?"]}]}