{"actors":["Building-controls engineer publicly credited with the retrofit's energy reduction","Mechanical engineer who sized the HVAC equipment and hydronic loops","Controls programmers and systems integrator","Commissioning agent","Facility operators and maintenance technicians","Energy-modeling and measurement engineers","Occupant representatives and space planners","Utility demand-response program staff","Capital-project manager and procurement staff","Facilities design-standards committee"],"affected_objective":"Determine which causal mechanisms from a completed office-building HVAC retrofit should be encoded in the organization's standard design package for future buildings, without mistaking one engineer's visible control concept for the complete transferable design.","arm":"ORDINARY_DIVERSE_P2","authority_safety":{"authorized_first_step":"The facilities research lead may construct a read-only transfer-attribution dossier for one completed retrofit using archived design records, trend data, commissioning records, and voluntary role-based interviews; the dossier remains advisory until reviewed by the facilities design-standards committee.","decision_authority":"The facilities design-standards committee retains authority to approve design rules, while licensed engineers, building owners, operators, procurement authorities, and utility-program owners retain their existing design, operational, contractual, and safety authorities.","excluded_actions":["Changing live control sequences, temperature limits, equipment schedules, alarms, or operator permissions","Copying the retrofit sequence into another building or procurement specification before engineering review","Reassigning authorship, compensation, promotion, intellectual-property ownership, or professional responsibility","Treating modeled substitutions or altered conditions as observed performance","Using presentation prominence, job title, code authorship, or testimonial visibility as a proxy for causal magnitude","Disclosing occupant, vendor-confidential, cybersecurity-sensitive, or personnel information outside existing access controls"],"halt_rollback":"Suspend the dossier if archived states cannot be aligned to the evaluation period, protected operational data crosses an authorization boundary, interviews become evaluative or coercive, or draft conclusions begin directing live operation or procurement; revert to the current standards process and retain or dispose of working material under applicable records rules."},"baseline":"The current lessons-learned package centers a named controls engineer and the supervisory reset sequence shown in presentations. It reports whole-building energy change but does not separate the engineer's choices from commissioning corrections, operator adaptation, equipment condition, occupancy, weather, utility incentives, procurement scope, or the institutional authority that allowed sustained tuning.","candidate_id":"agency_structure_attribution_balance__engineering_design__ORDINARY_DIVERSE_P2","causal_chain":["The target is fixed as the retrofit's change in normalized HVAC energy and peak demand during a specified post-commissioning period relative to a documented comparison period, solely for design-standard transfer.","Design versions, control-code releases, trend logs, work orders, commissioning findings, operator notes, occupancy records, weather normalization inputs, and utility-event records are aligned on a paired technical and organizational timeline.","The dossier inventories the focal engineer alongside mechanical designers, programmers, commissioning staff, operators, occupants, vendors, managers, and utility actors, recording why each is visible or absent in the surviving record.","Observed contributions are classified by timing and role, including initiation, translation, authorization, implementation, correction, stabilization, maintenance, constraint, and legitimation.","A position-and-resource map distinguishes the focal engineer's design judgments from access, budget, supervisory authority, sensors, integration tools, operator discretion, contractual scope, and incentive structures supplied by the project.","Process tracing follows proposed sequence changes through programming, commissioning, equipment response, operator interaction, zone conditions, demand events, and the bounded performance outcome.","Actor-substitution tests consider a qualified controls engineer, delayed focal participation, or different commissioning and operator coalitions while preserving documented building conditions and decision authority.","Structural-relaxation tests vary bounded conditions such as metering availability, commissioning scope, operator permissions, utility incentives, procurement boundaries, or occupancy stability without asserting that the modeled result occurred.","A plural synthesis identifies which mechanisms appear person-dependent, position-dependent, collectively produced, building-specific, or unresolved, and converts only committee-approved, sufficiently supported mechanisms into candidates for later validation.","Responsibility, authorship, compensation, live-operation authority, and applicability to other buildings remain outside the causal dossier and require their separate standards and decision processes."],"cell_id":"agency_structure_attribution_balance__engineering_design","consequence":"If the organization transfers only the visible engineer's control sequence, it may omit commissioning, operator discretion, sensing, equipment, occupancy, procurement, and incentive conditions required for the observed performance. If it treats the outcome as wholly structural, it may also lose consequential design interpretations or coordination choices that should inform future engineering work.","diversity_from_prior_proposals":"This opportunity concerns attribution of a successful building-retrofit outcome for design-rule transfer, not attribution of a safety-critical component failure for corrective-action disposition. Its focal problem is portability of credited design knowledge, its intervention is a transfer-attribution dossier, and its causal path runs from distributed design and operational work through building performance to standards adoption.","experiment_id":"eoa_inverse_innovation_exp13_second_slot_policy60_20260806","intervention":"Before adopting the celebrated control sequence as a facilities standard, create a Retrofit Transfer-Attribution Dossier for one completed building. The dossier fixes the performance outcome and evaluation window; inventories design, commissioning, operations, occupant, vendor, management, and utility actors; cross-references dated actions with building and institutional conditions; separates the focal engineer from the authority and resources of the role; traces effects from design decisions through implementation and operation; and tests bounded actor-substitution and structural-relaxation cases. It ends with conditional transfer statements and unresolved alternatives, not a universal recipe, numerical causal shares, or decisions about credit and compensation.","mechanism_mapping":[{"counterfactual_removal":"Without the matrix, the most visible sequence author or presentation artifact can absorb contributions made through mechanical design, programming, commissioning, operation, incentives, and changing building conditions.","mechanism_slug":"actor_structure_evidence_matrix","role":"Cross-tabulates dated actor contributions, technical states, institutional conditions, evidence provenance, causal roles, and bounded performance observations."},{"counterfactual_removal":"Without the paired timeline, performance changes may be assigned to the control concept even when code releases coincide with commissioning repairs, occupancy shifts, weather changes, operator interventions, or utility events.","mechanism_slug":"paired_micro_macro_timeline","role":"Aligns control and equipment events at building scale with project, occupancy, weather, tariff, and organizational changes across the evaluation window."},{"counterfactual_removal":"Without cross-level tracing, the dossier could jump from an engineer's design idea to whole-building savings without showing programming, equipment response, commissioning, operator behavior, and zone-level mediation.","mechanism_slug":"process_tracing_across_levels","role":"Traces proposed logic through implementation, physical plant behavior, human operation, occupied-space effects, and aggregate energy and demand observations."},{"counterfactual_removal":"Without actor substitution, the organization cannot distinguish a contribution tied to the named engineer's interpretation and coordination from one likely supplied by any qualified occupant of the same role and project structure.","mechanism_slug":"counterfactual_actor_substitution_probe","role":"Tests qualified alternate occupants, delayed involvement, absence, and different implementation coalitions under the documented authority, information, and time constraints."},{"counterfactual_removal":"Without structural relaxation, building-specific enablers may be recorded as background facts and then silently assumed to exist wherever the control sequence is copied.","mechanism_slug":"structural_constraint_relaxation_probe","role":"Tests how attribution changes when metering, commissioning scope, operator authority, procurement boundaries, incentive programs, occupancy stability, or integration resources are altered within explicit plausibility bounds."},{"counterfactual_removal":"Without plural review, the dossier may replace a hero account with an equally unsupported system-determinist account or convert causal prominence into ownership and standards authority.","mechanism_slug":"plural_causal_synthesis_review","role":"Preserves competing transfer models, conflicting evidence, conditionality, uncertainty, and the boundary between causal explanation and consequential decisions."}],"nearest_rivals":["Measurement and verification, which estimates bounded performance change but does not ordinarily distinguish personal contribution from role, institutional, and operational conditions","Building commissioning, which identifies and corrects implementation and operating deficiencies but need not test focal-actor selection, replaceability, or narrative prominence","Post-occupancy evaluation, which examines building performance and user experience but may not construct an actor–structure causal attribution model","Engineering lessons-learned review, which captures reusable observations but can preserve the project's existing protagonist and omit counterfactual tests","Design-standard validation, which tests whether a proposed rule performs elsewhere but does not by itself explain which original actors and enabling structures produced the candidate rule"],"negative_tests":{"intervention_falsifier":"The dossier is not useful for the bounded case if independent reviewers can populate its evidence links and declared counterfactual assumptions yet it yields no conditional mechanism, contributor, structural dependency, uncertainty, or transfer caveat beyond the existing measurement-and-verification and lessons-learned records, and it does not change which propositions reviewers consider adequately supported for later validation.","problem_falsifier":"The problem is absent if the existing standards package already fixes the comparison and time horizon, traces the focal engineer's actions through implementation and building response, includes commissioning and operational contributors, distinguishes person from formal role and project resources, tests bounded actor and structural alternatives, preserves competing explanations, and keeps causal attribution separate from authorship and standards authority.","risks":["Incomplete trend retention may make visible code changes easier to trace than informal commissioning or operator work.","Weather, occupancy, and baseline adjustments may be treated as neutral facts despite consequential modeling choices.","Interviews may become retrospective contests over credit, performance evaluation, or intellectual-property ownership.","Counterfactual buildings or substitute actors may be described with more confidence than the evidence supports.","The dossier may delay an otherwise routine standards review without resolving any transfer condition.","Conditional findings may be flattened into a universal control recipe by later users.","Access to building-control data may expose cybersecurity, vendor, occupant, or operational information.","Emphasizing distributed contribution may be misread as denying a focal engineer's supported design contribution."],"strongest_counterevidence":"An actor-centered model would be strengthened if versioned records showed that the focal engineer independently originated the consequential sequence, secured its authorization against viable alternatives, supplied implementation-critical interpretations unavailable from the specification, and produced the measured response across distinct operating periods while commissioning, operator interventions, incentives, occupancy, weather treatment, and equipment condition remained stable or non-discriminating."},"next_evidence_step":"Freeze one completed office retrofit, its pre/post comparison periods, normalization method, and intended standards use. Have two authorized reviewers independently assemble the read-only dossier from design narratives, sequence revisions, code releases, issue logs, commissioning reports, trend extracts, work orders, operator notes, occupancy records, weather inputs, utility-event records, and up to eight voluntary role-based interviews. Compare their results with the current lessons-learned package for provenance coverage, person–position separation, traced mediators, omitted contributors, conditional transfer claims, and unresolved alternatives; stop after the single dossier and seek committee approval before validation or standards adoption.","observable_state":"A completed office-building HVAC retrofit shows a bounded change in normalized energy use and peak demand, and internal presentations center the controls engineer associated with a supervisory reset sequence. Archived project and operational records also contain mechanical-design decisions, code releases, commissioning corrections, sensor and equipment states, operator overrides, maintenance actions, occupancy changes, weather inputs, utility events, procurement boundaries, and management authorizations. The candidate does not presume which combination produced the observed change.","prior_art_status":"UNSEARCHED","problem":"An engineering organization is preparing to standardize an HVAC control concept after a successful building retrofit, but its lessons-learned narrative attributes the performance outcome mainly to the controls engineer who presented and authored the visible sequence. A competing explanation treats incentives, equipment, commissioning, and operating context as sufficient. Because neither account traces how individual design choices, formal authority, distributed implementation, operator adaptation, building conditions, and institutional resources interacted, the organization cannot tell which mechanisms are transferable to another facility.","proposal_index":2,"remaining_contrastive_claim":"For this bounded retrofit, a transfer-attribution dossier that couples cross-level process tracing with actor substitution and structural relaxation can distinguish a portable engineering contribution from role-provided, collectively implemented, and building-specific conditions in ways that performance verification, commissioning records, and generic lessons learned do not necessarily supply; whether any candidate design rule survives later validation remains an empirical question.","revision_record":{"claim_changes":["Initial bounded hypothesis; no novelty, prevalence, demand, or effect-size claim is made."],"conceptual_changes":["Initial version maps agency/structure attribution to transfer of engineering knowledge from a successful building-controls retrofit."],"evidence_changes":["No external or prior-art evidence was consulted; proposed evidence consists only of bounded project and operational records plus voluntary role-based interviews."],"operational_changes":["Initial dossier operates in read-only advisory mode and does not alter live controls, procurement, authorship, compensation, or standards authority."],"parent_version":null,"progress_targets_addressed":["Independent problem, intervention, and causal path","Concrete engineering actors and observable building state","Person–position separation and distributed contribution","Actor and structural counterfactuals with explicit uncertainty","Mechanism removal tests and rival distinctions","Authority boundaries, falsifiers, risks, and a bounded first evidence step"]},"schema_version":1,"structural_mapping":[{"archetype_element":"Explanatory Target, Scope, and Use","domain_realization":"Fixes normalized HVAC energy and peak demand over specified comparison periods in one building, with the sole immediate use of screening mechanisms for possible design-standard validation."},{"archetype_element":"Focal Actor and Collective Inventory","domain_realization":"Records why the controls engineer became focal while including mechanical designers, programmers, commissioning staff, operators, occupants, vendors, managers, procurement actors, and utility-program staff."},{"archetype_element":"Structural Condition and Path Map","domain_realization":"Maps project authority, procurement scope, control architecture, metering, equipment condition, commissioning resources, operator permissions, occupancy, tariffs, incentives, and inherited facility practices."},{"archetype_element":"Agency Contribution Trace","domain_realization":"Links design interpretations, coordination, coding, testing, correction, override, maintenance, and authorization actions to dated technical and performance states."},{"archetype_element":"Opportunity, Constraint, and Selection Map","domain_realization":"Separates the focal engineer's choices from access, tools, information, budget, authority, institutional selection, and implementation capacity supplied by the project role."},{"archetype_element":"Causal Role and Timing Classification","domain_realization":"Classifies initiation, translation, enabling, implementation, correction, stabilization, maintenance, constraint, and legitimation across design, commissioning, and operation."},{"archetype_element":"Evidence Provenance and Narrative Weighting Record","domain_realization":"Compares presentations and named authorship with version records, trend data, work orders, commissioning evidence, operator notes, and gaps affecting less-visible contributors."},{"archetype_element":"Counterfactual Actor Substitution Test","domain_realization":"Considers a qualified alternate controls engineer, delayed focal participation, absence, or a different commissioning-operator coalition under the same documented position and constraints."},{"archetype_element":"Structural Counterfactual and Constraint Test","domain_realization":"Varies metering, commissioning scope, operator authority, procurement boundaries, incentives, occupancy stability, and integration resources within stated plausibility bounds."},{"archetype_element":"Cross-Scale Actor–Structure Interaction Map","domain_realization":"Connects individual judgments and team implementation to control logic, equipment response, operator behavior, occupied zones, organizational arrangements, and whole-building observations."},{"archetype_element":"Distributed and Background Actor Register","domain_realization":"Keeps commissioning corrections, programming work, routine operation, maintenance, occupant responses, vendor support, and utility actions visible even when they lack named design artifacts."},{"archetype_element":"Attribution Uncertainty and Alternative Model Set","domain_realization":"Retains person-led, role-led, commissioning-led, operator-mediated, incentive-conditioned, equipment-conditioned, and mixed explanations with discriminating evidence and unresolved gaps."},{"archetype_element":"Responsibility and Moralization Boundary","domain_realization":"States that causal contribution does not determine authorship, compensation, promotion, intellectual-property ownership, professional responsibility, or standards authority."},{"archetype_element":"Versioned Attribution Synthesis and Review Rule","domain_realization":"Publishes conditional transfer statements and reopens them when material records, operating-period analyses, validation-building evidence, or intended uses change."}],"title":"Retrofit Transfer-Attribution Dossier for Building-Control Design Rules","version":0}