{"closest_prior_art":[{"name":"Agency / Structure Attribution Balance","overlap":"Substantially anticipates the proposal's architecture: fixed explanatory target, focal and distributed actor inventory, person-versus-position separation, causal-role classification, process tracing across scales, actor-substitution and structural-relaxation counterfactuals, narrative-focality audit, competing causal models, uncertainty, responsibility boundaries, and versioned review.","remaining_difference":"The proposal operationalizes the generic archetype for benefits appeals through a de-identified attribution docket, predefined case milestones, a capped cohort and interviews, adjudication-specific constraints, and explicit privacy and authority stops.","source_ids":["SRC1"]},{"name":"SSA hearings-backlog attribution audit","overlap":"Examines the same benefits-hearing timeliness problem using case-management data and finds that a large observed backlog reduction could not be attributed to 42 of 45 concurrent initiatives because metrics and documentary links were missing; it also identifies reduced incoming reconsideration cases as a rival explanation.","remaining_difference":"It is a conventional audit of initiatives rather than a person-position-structure attribution design and does not use actor substitution, narrative-visibility auditing, or plural actor-structure synthesis.","source_ids":["SRC2"]},{"name":"VA disability-appeals timeliness review","overlap":"Treats staffing, process reform, information technology, workload, stakeholder experience, monitoring, pilot testing, and sensitivity analysis as interacting determinants of appeal timeliness rather than assigning improvement to one visible leader.","remaining_difference":"It evaluates reform planning and implementation, not the causal contribution or replaceability of an individual officeholder.","source_ids":["SRC3"]},{"name":"Theory-based evaluation and contribution analysis","overlap":"Provides an established public-sector method for fixing a cause-effect question, specifying causal chains, gathering evidence, examining context and external influences, testing rival theories, and iteratively producing a bounded contribution account.","remaining_difference":"It does not specifically require person-versus-office fields, actor-substitution probes, documentary-focality correction, or adjudication-specific responsibility boundaries.","source_ids":["SRC4"]}],"contrastive_claim_falsifier":"The remaining contrast is falsified if two independent reviewers cannot reliably code the permitted evidence into stage-specific causal roles, if no discretionary officeholder action beyond occupying the office can be identified, or if actor and structural probes produce no decision-relevant distinction beyond the findings and recommendations of an ordinary process or contribution audit.","contrastive_claim_remaining":"For one bounded benefits-appeal cohort, the domain-specific attribution docket may add value beyond ordinary performance auditing and contribution analysis by distinguishing at least one mechanism dependent on the officeholder's situated choice from mechanisms supplied by positional authority, collective execution, or external conditions, without converting causal contribution into personnel or legal responsibility.","experiment_id":"eoa_inverse_innovation_exp13_second_slot_policy60_20260806","gates":{"adequate_source_search":{"rationale":"The search covered the exact title and intervention wording, attribution-docket and causal-contribution synonyms, benefits-appeal audits and practices, and combinations involving process tracing, actor substitution, structural counterfactuals, staffing, technology, and backlog timeliness. Four opened sources span four publishers and include three official government sources.","source_ids":["SRC1","SRC2","SRC3","SRC4"],"status":"PASS"},"bounded_next_test":{"rationale":"The proposed test is limited to at most 60 completed appeals, five milestones, two reviewers, eight voluntary role-based interviews, de-identified read-only records, and a predefined stopping output. Small or light-touch pilots are consistent with the evaluation guidance, and GAO specifically endorses limited pilot testing before broad appeals-process change.","source_ids":["SRC3","SRC4"],"status":"PASS"},"distinct_testable_claim":{"rationale":"The proposal predicts an observable distinction between person-dependent and position-, collective-, or structure-dependent mechanisms. Coding reliability, identifiable discretionary action, and added discrimination beyond an ordinary audit provide direct failure conditions.","source_ids":["SRC1","SRC2","SRC4"],"status":"PASS"},"no_obvious_safety_or_authority_stop":{"rationale":"No obvious categorical stop was found for a properly authorized, read-only review. The proposal excludes claimant and personnel decisions, uses de-identification, preserves statutory decision authority, and supplies halt and rollback triggers. Official appeals audits demonstrate that case-management analysis and interviews can be conducted, although the responsible privacy and legal officials must still confirm state-specific authority.","source_ids":["SRC2","SRC3"],"status":"PASS"},"supported_problem":{"rationale":"The attribution problem is visible in benefits adjudication: SSA OIG could not determine which of many simultaneous initiatives caused a substantial backlog reduction, while GAO identified staffing, process, technology, workload, and measurement as interacting appeal-timeliness factors. The narrower claim that a particular chief adjudicator is publicly credited in a succession review was not independently documented.","source_ids":["SRC2","SRC3"],"status":"PASS"}},"prior_art_disposition":"SUBSTANTIAL_COLLISION","problem_evidence":{"finding":"Public official audits support the underlying multicausal attribution gap and the risk of relying on aggregate timeliness trends without initiative-level evidence. Evidence is only partial because the retained sources do not document the proposal's specific chief-adjudicator-centered succession narrative.","source_ids":["SRC2","SRC3"],"status":"PARTLY_SUPPORTED"},"research_id":"eoa_inverse_innovation_exp13_light_screen_20260806","schema_version":1,"screen_id":"E13P122","screen_survival":false,"search_lanes":{"component_combination":{"no_result_note":null,"queries":["\"actor substitution\" causal attribution evaluation process tracing","\"structural counterfactual\" contribution analysis process tracing","contribution analysis process tracing causal attribution actor structure public administration guide"],"source_ids":["SRC1","SRC4"]},"direct_problem_and_intervention":{"no_result_note":"No source using the exact proposal title or documenting this exact benefits-appeal attribution-docket implementation was found; the search instead located a substantially matching generic archetype and concrete adjacent benefits-appeal audits.","queries":["\"Succession Attribution Docket for Benefits-Appeal Timeliness\"","\"attribution docket\" causal contribution governance","\"causal contribution\" \"administrative justice\" appeals backlog"],"source_ids":["SRC1","SRC2","SRC3"]},"products_practices_and_standards":{"no_result_note":null,"queries":["site:gao.gov SSA hearings backlog administrative law judges staffing information technology case processing report","site:ssa.gov OIG hearings backlog chief administrative law judge timeliness audit","administrative justice performance audit appeals timeliness leadership staffing technology backlog"],"source_ids":["SRC2","SRC3","SRC4"]},"synonyms_and_historical_terms":{"no_result_note":null,"queries":["contribution analysis process tracing causal attribution actor structure public administration guide","theory-based evaluation causal mechanisms alternative explanations government guide","Great Man Theory organizational leadership causal attribution structure"],"source_ids":["SRC1","SRC4"]}},"sources":[{"claims_supported":["A public generic archetype already prescribes balancing focal actors and structures through explicit causal roles, process tracing, actor substitution, structural probes, cross-scale comparison, narrative auditing, alternative models, uncertainty, and responsibility limits.","The proposal is principally an adjudication-specific operationalization of that published architecture."],"publisher":"The Encyclopedia of Abstractions","source_id":"SRC1","source_type":"OTHER","title":"Agency Structure Attribution Balance","url":"https://abstractopedia.org/archetypes/agency_structure_attribution_balance/"},{"claims_supported":["SSA's hearings backlog and average processing time decreased substantially, but the audit could not determine whether CARES initiatives caused the improvement.","Forty-two of 45 initiatives lacked sufficient metrics or documentation linking them to the reduction, simultaneous implementation impeded isolation, and reduced reconsideration determinations remained a rival explanation.","The audit analyzed case-management data and documented multiple operational and technological initiatives."],"publisher":"Social Security Administration Office of the Inspector General","source_id":"SRC2","source_type":"PRIMARY_RESEARCH","title":"The Social Security Administration's Hearings Backlog and Average Processing Times","url":"https://oig.ssa.gov/assets/uploads/a-05-22-51159r.pdf"},{"claims_supported":["VA appeal timeliness reforms involved staffing, process redesign, and information technology together.","GAO found monitoring and transparency gaps, recommended comprehensive assessment, and identified limited pilot testing and sensitivity analysis as sound practices.","Aggregate or stage-fragmented reporting may not reveal overall appeal-resolution improvement."],"publisher":"U.S. Government Accountability Office","source_id":"SRC3","source_type":"PRIMARY_RESEARCH","title":"VA Disability Benefits: Additional Planning Would Enhance Efforts to Improve the Timeliness of Appeals Decisions","url":"https://www.gao.gov/products/gao-17-234"},{"claims_supported":["Theory-based evaluation and contribution analysis are established approaches for causal inference in complex public interventions.","The guidance calls for explicit causal chains, contextual and external factors, empirical evidence, rival theories, iterative revision, and bounded contribution claims.","It recommends beginning with small or light-touch applications where appropriate and warns that theory-based approaches are not a panacea for attribution."],"publisher":"Treasury Board of Canada Secretariat","source_id":"SRC4","source_type":"OFFICIAL_GUIDANCE","title":"Theory-Based Approaches to Evaluation: Concepts and Practices","url":"https://www.canada.ca/en/treasury-board-secretariat/services/audit-evaluation/evaluation-government-canada/theory-based-approaches-evaluation-concepts-practices.html"}],"world_novelty_boundary":"This bounded public-web screen found a substantial conceptual collision with a published generic archetype and adjacent established evaluation methods. It does not establish world novelty, patentability, market size, expert acceptance, realized value, or whether an equivalent implementation exists in non-indexed, proprietary, unpublished, or jurisdiction-specific records."}