{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp04_retrieval_first_paired20_20260802","cell_id":"deadweight_loss_reduction__linguistics_semiotics","round_index":0,"assessments":[{"hypothesis_id":"H1","search_queries":["phonetics laboratory booking peak off-peak pricing equipment booking credits university","shared research facility peak off-peak hourly rates booking demand pricing","university core facility scheduling peak hours pricing off peak discount","phonetics lab booking system priority users recording booth"],"sources":[{"source_id":"H1-S1","title":"Facilities – UK Phonetics Lab","publisher":"University of Kentucky Phonetics Lab","url":"https://phonetics.as.uky.edu/facilities.html","source_class":"OFFICIAL_ORGANIZATION_DATA","claims_supported":["A phonetics laboratory uses a shared calendar to reserve a recording booth and provides equipment checkout.","The proposed intervention applies to an existing bookable phonetics-laboratory resource model."]},{"source_id":"H1-S2","title":"Core Facilities Pricing","publisher":"UT Southwestern Medical Center","url":"https://www.utsouthwestern.edu/research/core-facilities/pricing/","source_class":"OFFICIAL_ORGANIZATION_DATA","claims_supported":["A university research core charges different hourly rates for weekday-peak and off-peak use of shared imaging equipment.","Peak/off-peak differentiation is an established allocation and cost-recovery device in research facilities."]},{"source_id":"H1-S3","title":"Tufts NMR Center","publisher":"Tufts University School of Medicine","url":"https://medicine.tufts.edu/research/research-labs-centers/core-research-facilities/tufts-nmr-center","source_class":"OFFICIAL_ORGANIZATION_DATA","claims_supported":["Tufts publishes lower off-peak than peak rates for shared NMR instruments.","The rate schedule also differentiates university, nonprofit, and for-profit users, demonstrating that load pricing can coexist with user-class safeguards."]}],"closest_analogue":"Peak/off-peak pricing schedules for university shared research instruments, especially the Tufts NMR Center and UT Southwestern imaging core.","overlap":"Shared scarce equipment is reserved by time slot; peak access costs more than off-peak access; the design seeks to shift flexible demand and improve utilization while retaining differentiated treatment for protected user classes.","remaining_difference":"The proposed system uses forecast-load booking credits rather than cash charges and adds nontransferable priority credits for clinical users in a phonetics laboratory. A direct test is whether this credit design shifts discretionary recordings without reducing priority-user completion rates; the shallow search found phonetics booking and research-core load pricing separately, not this combined implementation.","classification":"POSSIBLE_DISTINCTION","disposition":"ADVANCE","rationale":"The allocation mechanism is established in adjacent shared research facilities, so the broad concept is not novel. The noncash credit implementation and explicit protected-user constraint leave a narrow, testable distinction worth screening further."},{"hypothesis_id":"H2","search_queries":["official guidance secondary research identifiable biospecimens broad consent IRB exemption de-identified data expedited review","speech recordings secondary use ethics review de-identified corpus data access expedited","language corpus controlled access application ethics review secondary use speech data repository","IRB reliance single review secondary use existing data streamlined application"],"sources":[{"source_id":"H2-S1","title":"Secondary Research","publisher":"NIH Intramural Research Program Institutional Review Board","url":"https://irbo.nih.gov/irb-review/secondary-research/","source_class":"OFFICIAL_GUIDANCE","claims_supported":["NIH already distinguishes secondary uses requiring IRB approval from fully anonymized or otherwise qualifying uses that do not require full approval.","Even some activities outside full review still require a submission requesting an exemption determination.","Consent terms, identifiability, re-identification ability, and new risks determine whether reuse may proceed."]},{"source_id":"H2-S2","title":"Doing Research with Data and Biospecimens Under the Common Rule Part 1 – What Researchers Should Know","publisher":"U.S. Department of Health and Human Services, Office for Human Research Protections","url":"https://www.hhs.gov/sites/default/files/lau-research-with-data-biospecimens.pdf","source_class":"OFFICIAL_GUIDANCE","claims_supported":["OHRP generally considers individual voice recordings identifiable under the Common Rule.","The Common Rule provides exemption pathways for some secondary research, while nonexempt minimal-risk secondary research may qualify for expedited review category 5.","The expedited pathway retains privacy and confidentiality protections."]}],"closest_analogue":"The Common Rule's exemption determinations and expedited-review category 5 for minimal-risk secondary research, as operationalized by NIH secondary-research templates.","overlap":"Both approaches prospectively sort secondary-use applications by identifiability, consent compatibility, risk, and privacy safeguards; qualifying cases receive a lighter review path while higher-risk cases retain substantive review.","remaining_difference":"The proposed lane is specific to speech corpora and would incorporate speaker- and community-risk exceptions despite voice commonly remaining identifiable. The bounded research question is: across a defined sample of three speech repositories and their reviewing IRBs, what proportion of consent-compatible secondary-use applications repeat collection-level checks, and what proportion of their delay is attributable to duplicative routing rather than unresolved identifiability, consent, or community harm?","classification":"POSSIBLE_DISTINCTION","disposition":"ADVANCE","rationale":"Generic risk-tiered secondary-research review already exists, creating substantial overlap. A speech-specific intake rule that handles persistent voice identifiability and community risk may still be a meaningful operational distinction, but it requires the bounded workflow audit described above."},{"hypothesis_id":"H3","search_queries":["Mukurtu cultural protocols fine grained access community records official","Local Contexts Traditional Knowledge Labels access restrictions archives official","PARADISEC access levels restricted language recordings archive official","ELAR archive access protocols community steward restricted recordings access tiers"],"sources":[{"source_id":"H3-S1","title":"Local Contexts Labels","publisher":"Local Contexts","url":"https://localcontexts.org/wp-content/uploads/2023/04/Local-Contexts-Labels.pdf","source_class":"OFFICIAL_GUIDANCE","claims_supported":["Indigenous communities can customize labels that communicate community rules, governance, and protocols for using, sharing, and circulating cultural knowledge and data.","Available labels cover attribution, verified protocol compliance, noncommercial use, and educational outreach.","Labels can be applied to material held by repositories and other institutions."]},{"source_id":"H3-S2","title":"Mukurtu: A Digital Platform That Does More than Manage Content","publisher":"National Endowment for the Humanities","url":"https://www.neh.gov/article/mukurtu-digital-platform-does-more-manage-content","source_class":"GOVERNMENT_OR_REGULATOR","claims_supported":["Mukurtu lets communities define who may access material and under what conditions.","Protocols can restrict circulation by kinship, gender, elder or spiritual role, season, or public status.","Communities control protocol creation and user-account approval."]},{"source_id":"H3-S3","title":"Access Conditions","publisher":"PARADISEC","url":"https://www.paradisec.org.au/deposit/access-conditions/","source_class":"OFFICIAL_GUIDANCE","claims_supported":["Specific restrictions accompany individual archived language materials and depend on depositor permission.","PARADISEC distinguishes scholarly or educational use, commercial use, redistribution, third-party access, and processing conditions.","Password-protected access and explicit user undertakings enforce restrictions."]}],"closest_analogue":"Mukurtu cultural protocols, supplemented by Local Contexts Traditional Knowledge Labels.","overlap":"Community-authored, fine-grained access conditions replace binary openness; conditions can encode user identity, purpose, dissemination, cultural sensitivity, educational outreach, and commercial restrictions while preserving community authority.","remaining_difference":"Explicit per-request revocation triggers and the proposed 25% utilization metric are implementation and evaluation details, not a distinct access-governance mechanism. Existing systems already allow community-controlled protocols to be changed and access accounts to be governed.","classification":"OBVIOUS_COLLISION","disposition":"REJECT","rationale":"Mukurtu and Local Contexts already implement the central intervention—community-defined, multidimensional access tiers for culturally sensitive digital heritage—and PARADISEC applies item-specific restrictions to endangered-language recordings."},{"hypothesis_id":"H4","search_queries":["language corpus annotator marketplace community linguists matching platform paid annotation","Indigenous language annotators matching researchers platform compensation corpus official","CLEAR Global language services community translators platform matching official","NLP data annotation marketplace dialect language expertise annotators official"],"sources":[{"source_id":"H4-S1","title":"Language and Communication Services","publisher":"CLEAR Global","url":"https://clearglobal.org/language-and-communication-services/","source_class":"OFFICIAL_ORGANIZATION_DATA","claims_supported":["CLEAR Global coordinates paid and volunteer work through a community of more than 200,000 linguists.","Its services include audiovisual content, research, multilingual technology, quality assurance, and subject-matter review.","It operates workflows involving marginalized languages and community feedback."]},{"source_id":"H4-S2","title":"Human Language Project Platform","publisher":"TAUS","url":"https://www.taus.net/hlp","source_class":"COMMERCIAL_FIRST_PARTY","claims_supported":["TAUS operates a language-data platform with a global community of contributors, annotators, and linguists.","The platform covers speech and text annotation, transcription, community formation, project tracking, quality control, and secure dataset delivery.","It explicitly recruits across languages, accents, and dialects for project-specific work."]},{"source_id":"H4-S3","title":"Smartcat Marketplace","publisher":"Smartcat","url":"https://www.smartcat.com/marketplace/","source_class":"COMMERCIAL_FIRST_PARTY","claims_supported":["Smartcat matches project needs to linguists using profiles, expertise, ratings, and rates.","The marketplace supports job posting, selection, project tracking, supplier payment, contracts, and dispute protection.","It demonstrates an operational two-sided language-specialist matching workflow."]},{"source_id":"H4-S4","title":"Towards Responsible Natural Language Annotation for the Varieties of Arabic","publisher":"Bergman and Diab","url":"https://arxiv.org/abs/2203.09597","source_class":"PRIMARY_RESEARCH","claims_supported":["Annotation quality depends on matching content to annotators with relevant language-variety and cultural expertise.","The authors recommend proficiency assessment, expert inclusion, designated queues, and rerouting when assignments fall outside annotator expertise.","Their empirical case study finds consequential differences associated with dialect and contextual expertise."]}],"closest_analogue":"The TAUS Human Language Project platform, with Smartcat-style specialist matching and payment functions.","overlap":"Existing platforms already pool language-data projects and annotators, represent language or dialect expertise, route work to suitable contributors, track assignments, manage quality, and support compensation or paid participation.","remaining_difference":"The proposal narrows the platform to already-funded academic corpora and adds explicit consent, compensation-compatibility, withdrawal, and dispute fields under community governance. Those are governance and configuration choices layered onto an existing corpus–annotator marketplace structure.","classification":"OBVIOUS_COLLISION","disposition":"REJECT","rationale":"TAUS directly covers community formation, speech and text annotation, project-specific contributor selection, tracking, quality control, and secure delivery; Smartcat supplies the remaining matching and payment analogue. The proposed governed academic specialization does not survive this shallow screen as a distinct mechanism."},{"hypothesis_id":"H5","search_queries":["Linguistic Data Consortium membership fees nonprofit academic commercial corpus licenses official","ELRA language resources pricing academic commercial membership discounts official","CLARIN language resources license access academic community free official","sign language corpus database licensing fee academic commercial access"],"sources":[{"source_id":"H5-S1","title":"Purchase Language Resources from the ELRA Catalogue","publisher":"European Language Resources Association","url":"https://www.elra.info/catalogues/elra-catalogue/purchase-from-elra-catalogue/","source_class":"OFFICIAL_PRODUCT_DOCUMENTATION","claims_supported":["ELRA already distinguishes academic research, commercial research, commercial use, and evaluation-use licenses.","ELRA provides member and partner discounts, at-cost resources, and free web-downloadable resources.","Speech resources retain validation and licensing controls."]},{"source_id":"H5-S2","title":"For-Profit Membership Agreement","publisher":"Linguistic Data Consortium, University of Pennsylvania","url":"https://catalog.ldc.upenn.edu/license/ldc-for-profit-membership.pdf","source_class":"OFFICIAL_PRODUCT_DOCUMENTATION","claims_supported":["LDC uses annual membership tiers with different corpus entitlements and substantial published fees.","Licenses limit sites, copying, redistribution, and access to authorized users while permitting specified research or commercial development.","Some corpora require additional user agreements and fees."]},{"source_id":"H5-S3","title":"Licenses","publisher":"CLARIN-DK, University of Copenhagen","url":"https://info.clarin.dk/en/the-clarin-dk-infrastructure/overview/license/","source_class":"OFFICIAL_PRODUCT_DOCUMENTATION","claims_supported":["CLARIN-DK already provides public, academic, and restricted access classes for language resources.","Academic access is role-based, while public materials are downloadable by everyone and restricted materials remain controlled.","Users accept the relevant license before accessing content."]},{"source_id":"H5-S4","title":"CLARIN Academic End-User Licence","publisher":"PORTULAN CLARIN","url":"https://portulanclarin.net/static/metashare/licences/CLARIN_ACA.html","source_class":"STANDARD","claims_supported":["The CLARIN academic license grants free educational, teaching, and research use while retaining redistribution and noncommercial restrictions.","The license separates low-cost academic access from rights-protection conditions."]}],"closest_analogue":"ELRA's organization-, membership-, and use-specific language-resource pricing and licensing scheme.","overlap":"Language-resource providers already vary price and access by organizational capacity or status, membership, academic versus commercial use, and license scope while retaining redistribution, provenance, copyright, and authorized-user controls.","remaining_difference":"Community waivers and fine-grained usage-volume bands are not explicit in the opened ELRA materials, but they are incremental pricing parameters within an already tiered licensing structure rather than a distinct mechanism.","classification":"OBVIOUS_COLLISION","disposition":"REJECT","rationale":"ELRA, LDC, and CLARIN collectively demonstrate the proposed core design: differentiated access or pricing for different user classes coupled to persistent rights and redistribution controls."}],"nominated_ids":["H1","H2"],"replenishment_recommended":false}