{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp06_four_proposal_generalization60_20260803","cell_id":"predictive_residual_processing__film_media_production","portfolio_valid":true,"proposal_assessments":[{"proposal_index":1,"complete":true,"causally_faithful":true,"materially_distinct":true,"reason":"Operationally specifies the continuity target, versioned manifest, full take observations, structured residuals, precision gating, reconstruction, bounded updates, synchronization, independent raw audits, protected bypasses, fallback, authority, falsifiers, and a bounded test. Its causal path is shared continuity expectation to take-state residual to focused dailies review and future-baseline correction."},{"proposal_index":2,"complete":true,"causally_faithful":true,"materially_distinct":true,"reason":"Operationally specifies enrolled sound sources, copied commands, a versioned acoustic forward model, untouched audio, uncertainty-weighted residual monitoring, reconstruction, auditing, drift controls, protected-signal bypasses, fallback, authority, and testing. It faithfully uses efference-copy prediction to isolate unexplained live sound rather than merely applying generic noise reduction."},{"proposal_index":3,"complete":true,"causally_faithful":true,"materially_distinct":true,"reason":"Operationally specifies the proxy target and fidelity boundary, matched endpoint predictors, visual residual packets, decoder reconstruction, bandwidth and error budgets, checksums, keyframes, independent full-frame audits, fallback, authority, and comparative testing. Its causal path is predictive encoding over a constrained link to timely remote reconstruction."},{"proposal_index":4,"complete":true,"causally_faithful":true,"materially_distinct":true,"reason":"Operationally specifies the intermediate-render target, prior certified image and dependency model, differential rendering, deterministic reconstruction, uncertainty-weighted compute allocation, provenance, complete-render audits, resynchronization, fallback, authority, and falsification. Its causal path is dependency-based prediction to selective residual computation to reconstructed VFX review frames, with complete rendering when assumptions fail."}],"pairwise_assessments":[{"proposal_a":1,"proposal_b":2,"same_problem":false,"same_intervention":false,"independent_opportunity":true,"key_difference":"Proposal 1 addresses cross-take continuity-review overload using a human-governed take-state manifest; Proposal 2 addresses within-take acoustic masking using copied equipment commands and a forward sound model."},{"proposal_a":1,"proposal_b":3,"same_problem":false,"same_intervention":false,"independent_opportunity":true,"key_difference":"Proposal 1 reallocates human dailies attention through continuity exceptions; Proposal 3 reduces constrained network traffic through reconstructive proxy-frame residuals at matched endpoints."},{"proposal_a":1,"proposal_b":4,"same_problem":false,"same_intervention":false,"independent_opportunity":true,"key_difference":"Proposal 1 detects deviations in captured take continuity for reviewers; Proposal 4 avoids redundant VFX computation by rendering changed contributions against a certified image and dependency baseline."},{"proposal_a":2,"proposal_b":3,"same_problem":false,"same_intervention":false,"independent_opportunity":true,"key_difference":"Proposal 2 cancels predicted self-generated acoustics in a reversible live monitoring feed; Proposal 3 encodes captured visual proxy frames for reconstruction across a bandwidth-limited link."},{"proposal_a":2,"proposal_b":4,"same_problem":false,"same_intervention":false,"independent_opportunity":true,"key_difference":"Proposal 2 improves real-time detection of unexplained production sound through command-correlated cancellation; Proposal 4 reduces iterative VFX render work through dependency-scoped differential computation."},{"proposal_a":3,"proposal_b":4,"same_problem":false,"same_intervention":false,"independent_opportunity":true,"key_difference":"Proposal 3 assumes proxy frames exist and reduces their transmission cost with a matched predictive codec; Proposal 4 acts before complete revised frames exist and reduces their computation through dependency-aware residual rendering. Network reconstruction and render invalidation are independently adoptable causal paths."}],"replacement_indices":[],"rationale":"All four proposals are operationally complete and preserve the archetype's essential model-prediction, observation-comparison, precision-weighted residual, reconstruction or learning, synchronization, independent raw audit, drift detection, and full-state fallback structure. Every pair differs simultaneously in the affected production problem, the operative intervention, and the causal route to benefit; shared residual-governance mechanisms are archetype invariants rather than evidence of duplicated opportunities."}