{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"invariant_mode_decomposition_design__film_media_production","trajectory_id":"R","attempt_index":0,"candidate_sha256":"4dda3dca23c81e405b5c1aa510865be5a908fc3c79be402820a1d1343d6010fc","gates":{"G1":{"status":"PASS","reason":"The late-revision cascade problem is defined in film-production workflow terms and remains intelligible without reference to modal decomposition."},"G2":{"status":"PASS","reason":"The proposal explicitly translates the transformation, state, invariant modes, gain spectrum, intervention map, residual checks, drift controls, and interpretation limits into revision-cycle operations."},"G3":{"status":"PASS","reason":"The proposed lever targets recurring combinations of implicated handoffs and interfaces, with outcome sensitivity separating consequential propagation patterns from merely prominent ones."},"G4":{"status":"PASS","reason":"All archetype components are represented, load-bearing mechanisms have distinct roles, rejected mechanisms receive coherent reasons, and the non-normality safeguard preserves the distinction between singular and invariant directions."},"G5":{"status":"PASS","reason":"Empirical and causal claims are consistently marked as hypotheses or inferences, novelty is explicitly unsearched, and prospective use is conditioned on held-out validation rather than asserted evidence."},"G6":{"status":"PASS","reason":"The problem falsifier tests whether recurring coupled propagation exists beyond ordinary dependencies, while the intervention falsifier separately tests whether targeted coordination improves outcomes against the nearest rival."},"G7":{"status":"PASS","reason":"Authority remains with accountable production leaders, creative authority is preserved, the first use is silent and bounded, personnel uses are excluded, and explicit halt conditions support rollback."}},"scores":{"structural_fit":{"score":4,"reason":"The candidate closely instantiates the full modal architecture and preserves its residual, conditioning, coupling, gap, drift, and local-validity constraints."},"domain_fidelity":{"score":3,"reason":"The workflow substrate, departments, handoffs, revision cadence, creative authority, vendors, and delivery risks are credible for post-production, though empirical representativeness remains unestablished."},"causal_plausibility":{"score":3,"reason":"Earlier coordination at recurrent cross-department interfaces could reduce repeated returns, but efficacy depends on observational identifiability and must be separated from change size, content complexity, and contractual dependencies."},"component_translation":{"score":4,"reason":"Every named component receives a concrete domain realization, and the translations remain operationally connected rather than decorative."},"adversarial_survival":{"score":4,"reason":"The candidate directly addresses nonstationarity, sparse logging, non-normal growth, near-degeneracy, structured residuals, regime shifts, confounding, overhead, and the dependency-graph rival."},"reframing_gain":{"score":4,"reason":"It productively shifts diagnosis from isolated delayed assets to recurrent joint propagation patterns while retaining ordinary dependency analysis as a competing explanation."},"practicality_testability":{"score":3,"reason":"A retrospective fit, held-out evaluation, silent prospective alerts, explicit comparator, falsifiers, and halt rules form a workable pilot, although data consistency and sample sufficiency may be limiting."},"expected_value_risk":{"score":4,"reason":"The bounded shadow test offers useful learning with low direct operational exposure, while exclusions and rollback rules constrain creative, labor, surveillance, and delivery harms."},"novelty_evidence":{"score":0,"reason":"The record explicitly reports prior art as unsearched and supplies no evidence establishing novelty in film-production practice."}},"weighted_total":85,"disposition":"DEEP_RESEARCH","fabrication_findings":[],"weak_dimensions":["novelty_evidence"],"actionable_critique":[],"repairs":[],"improvement_attribution":{"kind":"NONE","reason":"This is the original attempt, and the revision record reports no change to either the problem identifier or the causal-lever identifier."},"trajectory_replacement":false,"arm_guess":"MECHANISM_PACKET","recommendation":"SUCCESS","tester_summary":"The candidate passes the reject-first gates through unusually complete structural translation, distinct falsifiers, bounded evidence claims, and strong authority safeguards. Its principal unresolved weakness is the absence of prior-art evidence, which does not defeat the structurally sound and safely testable hypothesis."}