Chamber XLIX — Motif Structure & Correlation Genesis v1.1.0

Analysis Mode Selection

Discovery Mode ORIGINAL

Compare motif frequencies between utility-positive and null-class populations. Tests correlation between structural features and utility realization.

Conditioned Sampling Mode CSM v1.0

Test whether preregistered motif bundle defines high-realization-density region. Measures θ̂_B across structural bins without optimization.

Purpose & Scope

Chamber XLIX investigates why worldline-local utility is empirically rare within structurally admissible DAGs by identifying fixed, intrinsic topological motifs and correlation signatures that concentrate realization probability.

Primary Question: Which intrinsic DAG motifs and ancestry-correlation patterns distinguish utility-positive histories from null-class admissible histories?

⚠ Preregistration Lock

All motif definitions, thresholds, and analysis protocols are frozen. No post-hoc modifications permitted. Null results constitute valid falsification.

Population Selection

Select populations for motif analysis. Both populations must be selected to proceed.

🎯 Utility-Positive DAGs

From Axis II/XLIV preregistered successes (base scale ℓ=1 only)

Source: Chamber XLIV Loading...

Select Population A

⭘ Null-Class Admissible DAGs

From Chamber XLVIII base-scale snapshots with utility admissible but unrealized

Source: Chamber XLVIII Loading...

Select Population B

Motif Frequency Analysis

Motif Co-Occurrence Matrix

Joint occurrence probabilities P(Mi ∧ Mj) across all analyzed DAGs

Statistical Summary

Data Export: Download complete analysis results including all motif statistics, co-occurrence matrices, and correlation maps in JSON format for reproducibility and publication.

Conditioned Sampling Mode (CSM) — Preregistered Protocol

CSM tests whether the preregistered motif bundle (M4 ∧ M5 ∧ M6 + high M1) defines a high-realization-density region of admissible DAG space.

🔒 Protocol Lock

Fixed Parameters: S=5000 seeds, Q₀.₈₀ percentile, bundle = [M4∧M5∧M6 + high M1]

No-Escape Clause: Cannot change bundle, percentile, seed count, or evaluation parameters after analysis begins.

Success Criteria: E1 (θ̂_B2 ≥ 0.01) AND E2 (θ̂_B2 / θ̂ ≥ 10×) | Decisive: θ̂_B2 ≥ 0.05

⚠ Doctrinal Compliance

CSM performs structural conditioning, NOT optimization. Sampling is uniform within bins. No adaptive search, no utility-directed iteration, no early stopping based on outcomes.

Stratum Configuration

Configure generation parameters. All strata will be run with fixed seed schedule (S=5000).

Grammar Family

Graph Sizes (N)

Seed Schedule

Non-adaptive, deterministic sweep

Bundle Definition

Bin-Level Realization Rates

Per-Stratum Analysis

CSM Outcome Assessment

CSM Data Export: Complete preregistered protocol results including all stratum data, bin statistics, confidence intervals, and statistical tests.