{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__education_pedagogy","trajectory_id":"R","attempt_index":0,"archetype_slug":"deadweight_loss_reduction","domain_slug":"education_pedagogy","decision":"CANDIDATE","problem_id":"coarse_prerequisite_rule_blocks_prepared_students","causal_lever_id":"competency_based_prerequisite_exception","proposal":{"problem":"A course prerequisite defined solely by prior-course completion can block students who can already demonstrate the required competencies, even when downstream seats are available. [HYPOTHESIS] The resulting delay, repeated instruction, or inferior course substitution destroys learning time and capacity without necessarily improving readiness. The prerequisite's legitimate preparation and equity purposes must remain protected.","actors_substrate":["students blocked by the prerequisite","students admitted through the ordinary pathway","downstream-course instructors","advisers and prerequisite-course instructors","registrar and curriculum authority","accessibility and equity reviewers"],"observable_state":"Among students denied enrollment for lacking the formal prerequisite, measure demonstrated prerequisite competencies, vacant seats after ordinary allocation, petition delay, repeated-content enrollment, time-to-progression, downstream performance, withdrawal, and subgroup incidence. [HYPOTHESIS] A repairable wedge exists only if prepared students and usable capacity overlap.","consequence":"Prepared students may incur avoidable delay or redundant study, downstream seats may remain unused, and instructors may receive late, inconsistently screened petitions; a poorly designed exception could instead admit underprepared students and transfer costs to them and instructors.","affected_objective":"Increase timely access to appropriate instruction and use of available teaching capacity while preserving downstream readiness, learning standards, fair access, and accommodations.","structural_mapping":[{"archetype_element":"Value-blocking wedge","domain_realization":"Formal completion of a named prerequisite is used as a coarse eligibility threshold even where required competencies might be demonstrated directly.","claim_kind":"INFERENCE"},{"archetype_element":"Foregone mutually beneficial activity","domain_realization":"A prepared student cannot take a suitable course and an otherwise usable seat remains unfilled or is filled only after delay.","claim_kind":"HYPOTHESIS"},{"archetype_element":"Protected purpose","domain_realization":"Prerequisites protect learner readiness, instructional pace, safety where relevant, and fair administration.","claim_kind":"INFERENCE"},{"archetype_element":"Less-distortive redesign","domain_realization":"A criterion-referenced competency check provides a narrow alternative eligibility path without changing downstream outcomes or ordinary priority rules.","claim_kind":"HYPOTHESIS"},{"archetype_element":"Rebound and incidence","domain_realization":"The exception may increase demand, coaching advantages, assessor workload, gaming, or subgroup disparities and therefore requires monitoring.","claim_kind":"HYPOTHESIS"}],"component_map":[{"component":"Distortion Map","status":"direct","domain_realization":"Trace formal prerequisite denial to delay, redundant coursework, substitution, and unused downstream seats."},{"component":"Protected Constraint Safeguard","status":"direct","domain_realization":"Keep required competencies, downstream learning outcomes, ordinary enrollment priority, accommodations, and instructor safety judgments fixed."},{"component":"Surplus Estimate","status":"adapted","domain_realization":"Estimate student time saved, avoided redundant credits, earlier progression, and occupied otherwise-vacant seats; report ranges rather than monetizing learning."},{"component":"Affected-Party Incidence Map","status":"direct","domain_realization":"Record gains, losses, burdens, and indirect effects for each actor and demographic subgroup."},{"component":"Redesign Lever","status":"direct","domain_realization":"Add an opt-in, criterion-referenced competency exception to the completion-based prerequisite."},{"component":"Distributional Review","status":"direct","domain_realization":"Test whether awareness, preparation resources, assessment format, fees, disability access, or language produces unequal eligibility."},{"component":"Behavioral Response Model","status":"adapted","domain_realization":"Anticipate added applications, strategic coaching, premature attempts, instructor screening burden, and demand shifted across sections."},{"component":"Implementation Boundary","status":"direct","domain_realization":"Limit the pilot to one low-risk course, otherwise-vacant seats, a small cohort, one term, and predefined competency criteria."},{"component":"Monitoring and Rebound Check","status":"direct","domain_realization":"Compare readiness, grades, withdrawals, workload, complaints, seat use, and subgroup outcomes with ordinary entrants."},{"component":"Rollback or Adjustment Rule","status":"direct","domain_realization":"Suspend new exceptions and restore the ordinary prerequisite if readiness, equity, workload, or safety thresholds fail."},{"component":"Cost–Benefit Assessment Frame","status":"adapted","domain_realization":"Compare recovered progression and capacity with assessment cost, instructor burden, failures, and displaced support."},{"component":"Price-Wedge Diagnostic","status":"incompatible","domain_realization":"No monetary or administered-price wedge is posited; willingness to pay is not a legitimate readiness criterion."},{"component":"Friction Source Breakdown","status":"adapted","domain_realization":"Separate the substantive competency requirement from coarse transcript evidence, petition routing, duplicated documentation, and decision delay."},{"component":"Compensating Adjustment Plan","status":"adapted","domain_realization":"Offer diagnostic feedback and the ordinary prerequisite or targeted preparation to unsuccessful applicants; do not penalize attempts."},{"component":"Legitimacy and Authority Review","status":"direct","domain_realization":"Curriculum and registrar authorities verify power to recognize equivalent competency, with equity and accessibility review."},{"component":"Sensitivity Analysis","status":"direct","domain_realization":"Vary readiness cutoffs, assumed time saved, assessor cost, vacancy definition, and acceptable outcome margins."},{"component":"Pilot or Sunset Path","status":"direct","domain_realization":"Run one-term authorization that expires unless reviewed and affirmatively renewed."}],"mechanism_dispositions":[{"slug":"congestion_or_capacity_pricing_adjustment","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"Reject: pricing peak course access would sort by resources or willingness to pay, not competency, and could violate fair-access protections.","counterfactual_removal":"Removal does not change the proposed causal chain."},{"slug":"cost_benefit_assessment_protocol","disposition":"selected_supporting","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Use a non-monetary ledger of progression, capacity, learning outcomes, workload, and subgroup burdens with sensitivity ranges.","counterfactual_removal":"The pilot could run, but its net-value and distributional decision rule would be materially weaker."},{"slug":"distortion_reduction_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Use it to establish that transcript completion, rather than missing competency or genuine scarcity, is the binding avoidable wedge.","counterfactual_removal":"Without this diagnosis, the intervention could mistake necessary preparation for waste and loses causal justification."},{"slug":"impact_assessment_table","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Track each party's outcomes, protected interest, uncertainty, and halt signal, disaggregated by subgroup.","counterfactual_removal":"Aggregate gains could conceal concentrated learner, instructor, or equity harms."},{"slug":"matching_improvement_program","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Reject: students and seats may already be visible to one another; eligibility, not pairing, is the hypothesized binding constraint.","counterfactual_removal":"Removal leaves the eligibility-rule causal chain intact."},{"slug":"permit_or_approval_streamlining","disposition":"selected_supporting","contribution_type":"OPERATIONAL","adaptation_or_rejection":"Adapt to a single documented competency-exception intake with fixed response time while retaining substantive review.","counterfactual_removal":"The exception remains causal, but procedural delay could recreate much of the blocked progression."},{"slug":"price_control_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"Reject because the prerequisite is not an administered price and targeted financial compensation would not establish readiness.","counterfactual_removal":"Removal has no effect."},{"slug":"quota_or_allocation_rule_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Adapt its eligibility-threshold review while leaving genuine capacity limits and ordinary seat priority untouched.","counterfactual_removal":"Without revising the coarse eligibility rule, prepared students remain formally blocked."},{"slug":"regulatory_simplification_pilot","disposition":"selected_load_bearing","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Run the exception on a walled-off, low-risk cohort with protected-outcome monitoring and automatic expiry.","counterfactual_removal":"Absent bounded reversibility, uncertainty about readiness and equity may hard-gate responsible authorization."},{"slug":"sunset_clause_review","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Make pilot authority expire after one term and require affirmative evidence-based renewal, revision, or retirement.","counterfactual_removal":"The test remains possible, but an unproven exception could persist through inertia."},{"slug":"tariff_fee_or_toll_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"Reject: no authority-imposed charge is the hypothesized wedge; adding or changing a fee would create access concerns.","counterfactual_removal":"Removal has no effect."}],"causal_chain":["A completion-only prerequisite treats transcript history as the sole evidence of readiness.","Some otherwise-prepared students are therefore denied access despite an available downstream seat. [HYPOTHESIS]","A criterion-referenced assessment identifies students meeting the same protected competency requirements through another path.","Those students receive a bounded exception without displacing ordinary-priority students.","Avoidable delay, repeated content, and idle capacity decline while readiness standards remain fixed. [HYPOTHESIS]","Monitoring and sunset decisions retain, adjust, or withdraw the exception according to learning, equity, workload, and safety outcomes."],"baseline":"The ordinary baseline is automatic enforcement of course-completion prerequisites, followed by ad hoc adviser or instructor petitions with variable evidence and timing.","nearest_rival":"A faster, standardized waiver workflow that still relies on discretionary transcript review. It may reduce processing delay but does not test whether the completion-only eligibility proxy itself blocks competent students.","authority_safety":{"affected_parties":["applicants using the exception","ordinary-pathway students","course instructors and advisers","administrative staff","groups affected by unequal assessment access"],"decision_authority":"The institution's curriculum authority and registrar may authorize eligibility equivalence; course faculty define required competencies, and accessibility and equity officers review the assessment path.","authorized_first_step":"Approve an opt-in one-term pilot in one low-risk course for a capped cohort and otherwise-vacant seats, using published criteria, free accessible assessment, informed consent, and no penalty for an unsuccessful attempt.","excluded_actions":["removing prerequisite competencies or downstream learning standards","charging applicants for priority or access","displacing students entitled under ordinary priority rules","using protected characteristics in eligibility decisions","system-wide or permanent rollout before review"],"halt_rollback":"Immediately pause new exceptions if predefined readiness, withdrawal, equity, complaint, assessor-workload, or safety limits are crossed; support enrolled participants, investigate, and revert future enrollment to the ordinary prerequisite pending authorized review."}},"negative_tests":{"strongest_counterevidence":"Formal prerequisite completion may capture broad practice, persistence, or tacit knowledge that a short competency check misses; apparent vacancies may be transient or reserved. Exception entrants could then fail more often, require disproportionate instructor support, or receive inequitable coaching advantages. [HYPOTHESIS]","analogy_break":"Education is not a voluntary market exchange: learning quality, developmental sequencing, institutional duty, and equitable access cannot be reduced to surplus or willingness to pay. A vacant seat is not wasted capacity when admitting an unready learner would harm that learner or the class.","failure_condition":"The proposal fails if competency-equivalent applicants cannot be identified reliably and accessibly, if no usable capacity coincides with blocked demand, or if protected readiness and equity cannot be maintained at acceptable administrative cost.","problem_falsifier":"The diagnosed problem is falsified if records show essentially no students lacking the formal prerequisite who both meet independently specified prerequisite competencies and face consequential denial, delay, redundant study, or otherwise-usable vacant capacity.","intervention_falsifier":"The intervention is falsified if, under a prespecified comparison and uncertainty margin, exception entrants have materially worse readiness, learning, withdrawal, or safety outcomes; subgroup access gaps widen; administrative burden outweighs recovered progression; or seat use and delay do not improve.","risks":["competency assessment undermeasures tacit or cumulative preparation","students with greater coaching resources capture the exception","assessment creates disability or language barriers","added demand causes congestion or displaces protected access","instructor and adviser workload shifts rather than falls","pilot participants bear stigma or academic risk","temporary authorization becomes permanent without adequate evidence"]},"null_rationale":null,"classification":{"candidate_kind":"DOMAIN_TRANSFER","prior_art_status":"UNSEARCHED","evidence_maturity":"HYPOTHESIS"},"revision_change_log":{"revision_kind":"ORIGINAL","prior_problem_id":null,"prior_causal_lever_id":null,"problem_changed":false,"causal_lever_changed":false,"conceptual_changes":[],"operational_changes":[],"repairs_addressed":[]},"confidence":0.8,"generator_notes":"Closed-book structural transfer. The candidate is conditional on observing competency-qualified blocked students and usable capacity; it does not infer novelty or established effectiveness."}