Positive Garside-factor tokenizer / bench_report.json
Mechanism confirmed, baseline not beaten
1{
2 "bench_version": 1,
3 "track": "braid_garside_classification",
4 "model": "mlp_tiny",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
8 "best_cfg": {
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44 "n": 8
45 }
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61 },
62 "comparison": {
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64 "idea_wins": 2,
65 "n_pairs": 8,
66 "per_seed_diffs": [
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75 ],
76 "p_value": 0.85155,
77 "mde": 0.044624401409542755,
78 "mde_rel_pct": 8.89707727338653,
79 "verdict": "no measurable effect",
80 "system_worked": false
81 },
82 "custom_track": {
83 "name": "braid_garside_classification",
84 "file": "garside_track.py",
85 "domain": "algebraic braid presentations"
86 },
87 "protocol_note": "Baseline and idea use the same MLP, seed data, epochs, batch size, and shared lr grid; only representation differs.",
88 "mechanism_signature": {
89 "trained_factor_prediction_agreement": 1.0,
90 "observed_generator_to_factor_ratio": 3.489510438346376,
91 "expected_invariance": 1.0,
92 "confirmed": true
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94 "idea_sweep": [
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114}