{"classifications":[{"input_id":"E5::deadweight_loss_reduction__sociology_anthropology::P5","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"PRIVATE_OPERATIONAL","substrate_reason":"The intervention redesigns municipal fee rules, eligibility tiers, and reconciliation procedures.","evidence_reason":"The authorized audit depends on de-identified permitting, finance, service-cost, and complaint records held by the municipality."},{"input_id":"E6::predictive_residual_processing__mathematics::P3","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The causal mechanism is a versioned predictive residual and certificate-reconstruction protocol.","evidence_reason":"The next step is a controlled finite-mesh solver and verification evaluation."},{"input_id":"E5::computability_boundary_mapping__economics_finance::P3","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The intervention changes the allocation algorithm, verdict semantics, and computational input contract.","evidence_reason":"The decisive test is an offline synthetic enumeration and checker exercise."},{"input_id":"E6::representation_independent_interface_contract__sociology_anthropology::P2","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The intervention is an abstract software corpus contract with backend conformance behavior.","evidence_reason":"The next step independently implements and tests table and graph backends on fictional data."},{"input_id":"E6::predictive_residual_processing__film_media_production::P3","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The proposed transport path relies on synchronized frame prediction, residual encoding, and reconstruction logic.","evidence_reason":"It is tested offline on authorized clips under fixed link, fidelity, and audit conditions."},{"input_id":"E6::representation_independent_interface_contract__film_media_production::P3","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The intervention defines a software-level semantic cue interface and adapter conformance boundary.","evidence_reason":"The authorized evaluation uses simulator and isolated prelight technical testing of adapters and outputs."},{"input_id":"E6::predictive_residual_processing__aviation_aeronautics::P2","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The intervention is a predictive residual-review interface layered over inspection data.","evidence_reason":"The decisive reader study requires qualified inspectors to review and classify cases."},{"input_id":"E6::bounded_rivalry_governance__film_media_production::P3","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The intervention governs a license auction through eligibility, bidding, security, reversion, and review rules.","evidence_reason":"Its authorized test evaluates human reviewers applying the proposed contest process in a tabletop exercise."},{"input_id":"E6::bounded_rivalry_governance__nanotechnology::P3","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"PRIVATE_OPERATIONAL","substrate_reason":"The intervention structures competition through prize rules, resource limits, audits, and sanctions.","evidence_reason":"The shadow challenge requires archived project preparation histories, laboratory logs, resource accounts, and validation records."},{"input_id":"E4::negative_space_design__disaster_management::RETRIEVAL_FIRST","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The intervention changes dashboard interface behavior through an automatic focus-mode lifecycle.","evidence_reason":"The simulator test depends on qualified dispatchers performing assignment decisions."},{"input_id":"E5::negative_space_design__astronomy_astrophysics::P3","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The intervention is a meeting protocol that allocates speaking, reflection, and decision procedures.","evidence_reason":"The test requires live review groups and observation of their individual and collective responses."},{"input_id":"E6::representation_independent_interface_contract__environmental_climate::P4","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The causal mechanism is a stateful behavioral software contract and conformance oracle.","evidence_reason":"The next step replays frozen evidence through two technical implementations and generated test sequences."},{"input_id":"E3::layer_decay_and_expiration_management__innovation_entrepreneurship","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"PRIVATE_OPERATIONAL","substrate_reason":"The proposal manages artifact authority through lifecycle labels, retention rules, quarantine, and restoration procedures.","evidence_reason":"The pilot relies on a product squad's closed experiments, ownership decisions, and repository artifacts."},{"input_id":"E3::negative_space_design__speech_language_pathology","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The intervention changes conversational support rules and partner turn-taking behavior.","evidence_reason":"The proposed alternating-block test requires consenting clients and partners in live sessions."},{"input_id":"E6::predictive_residual_processing__human_computer_interaction::P2","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The intervention is a model-based interaction telemetry, residual, reconstruction, and review pipeline.","evidence_reason":"The comparison depends on human reviewers classifying selected interaction evidence."},{"input_id":"E6::catalytic_pathway_enablement__mathematics::P1","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The intervention provides a versioned computational reduction service with machine-checkable certificates.","evidence_reason":"The bounded probe is technical processing and independent checking of polynomial identities."},{"input_id":"E4::invariant_mode_decomposition_design__economics_finance::RETRIEVAL_FIRST","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"PRIVATE_OPERATIONAL","substrate_reason":"The intervention applies graph construction, spectral ranking, and sensitivity computation as decision support.","evidence_reason":"The retrospective study requires confidential restructuring consent histories and round-level records."},{"input_id":"E3::invariant_mode_decomposition_design__mathematics","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The proposed work uses a mathematical state representation and spectral decomposition procedure.","evidence_reason":"The next step is an exact computational and symbolic analysis of a bounded recurrence."},{"input_id":"E6::representation_independent_interface_contract__aviation_aeronautics::P2","substrate":"COMPUTATIONAL_INFORMATION","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The intervention defines an opaque computational aerodynamic-model interface and conformance oracle.","evidence_reason":"The authorized work compares software encodings through generated and differential technical tests."},{"input_id":"E3::layer_decay_and_expiration_management__systems_cybernetics","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"PRIVATE_OPERATIONAL","substrate_reason":"The intervention controls model and rule eligibility through lifecycle, retention, and exception procedures.","evidence_reason":"The shadow inventory and incident replay depend on internal subsystem registries and operational records."},{"input_id":"E5::layer_decay_and_expiration_management__cognitive_science::P3","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The proposal governs handoff-cue review, ownership, lifecycle transitions, and restoration.","evidence_reason":"Its decisive simulation measures incoming operators’ understanding and handoff performance."},{"input_id":"E5::negative_space_design__marine_science::P2","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"LAB_TECHNICAL","substrate_reason":"The protected void is created principally through operational allocation, geofencing, and prohibition rules.","evidence_reason":"The next step requires technical field measurements of exposure, navigation, sampling, and imagery."},{"input_id":"E6::ritualized_meaning_and_commitment_enactment__mathematics::P4","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"FIELD_HUMAN_INSTITUTIONAL","substrate_reason":"The intervention is a consent-governed institutional ritual for revising reciprocal project commitments.","evidence_reason":"The pilot requires a live doctoral-project assembly and follow-up with its participants."},{"input_id":"E4::layer_decay_and_expiration_management__logistics_supply_chain::PROPOSAL_FIRST","substrate":"GOVERNANCE_PROCESS","evidence_dependency":"PRIVATE_OPERATIONAL","substrate_reason":"The intervention manages planning overrides through ownership, lifecycle, dependency, quarantine, and retention workflows.","evidence_reason":"The pilot needs internal override, shipment, investigation, audit, and planning-replay records."}]}