AXIOM BOINC SESSION RESULTS
Session timestamp: 2026-03-04 10:49 CET

SCOPE
- Consolidated summary of this session's validation/credit review, cleanup actions, deployment context, experiment design activity, and scientific findings.

RESULTS REVIEWED AND CREDIT ACTIONS
- Uncredited completed-success results reviewed: 3
- Reviewed result IDs: 1662254, 1662258, 1662428
- Trusted sanitized payload check: corresponding `_safe.json` files were not yet present under `/opt/axiom/experiment_results/sanitized/` during repeated polls.
- Credit awarded this session: 0 results, total credit +0 (credit cap respected).
- Credit deferral reason: quality/outlier review requires trusted sanitized numeric payloads before awarding credit.

STUCK/BROKEN TASK CLEANUP
- Dead-host cleanup rule (>12h running and >6h host silence): 0 tasks cleaned.
- Hard ceiling cleanup rule (>48h running): 0 tasks cleaned.

BROKEN/FAILURE TRIAGE STATUS
- Failure distribution remains dominated by outcome=5/6 with exit_status=0 and host-level clustering.
- battery_pulse_delay_plating_resonance script syntax/compile re-check passed (`py_compile`).
- No experiment-wide script crash signature confirmed in this validation cycle.

NEW EXPERIMENTS DESIGNED / DEPLOYED CONTEXT
- New experiment added: `schlogl_delay_adaptive_gain_resonance.py` (seeded to 20 high-capacity CPU hosts).
- Hypothesis: delayed adaptive feedback in a bistable Schlögl-like kinetic system has an intermediate-delay resonance window where adaptive control improves switching coherence over fixed-gain control, with long-delay saturation expected to suppress gains.

NOVELTY CHECK DOCUMENTATION
- Query: "Schlogl model delay feedback stochastic resonance adaptive control"
  Outcome: Related delayed-feedback/stochastic-resonance work exists in generic bistable systems, but not this exact adaptive-gain saturation mechanism in a Schlögl-style kinetic setup.
- Query: "bistable reaction system colored noise delayed feedback coherence resonance chemical kinetics"
  Outcome: Prior literature reports colored-noise and delayed-feedback resonance, generally without host-independent replication-heavy sweeps over delay with adaptive gain updates.
- Query: "noise-induced resonance delayed feedback Schlogl chemical"
  Outcome: No direct match found for this exact adaptive-vs-fixed, colored-noise, resonance-index design.

KEY SCIENTIFIC FINDINGS
1. No new finding was promoted to confirmed status in this validation cycle because newly completed results lacked trusted sanitized numeric payloads at review time.
2. Cross-validated confirmed-findings set remains unchanged in this session.
3. Ongoing signal quality note: failure outcomes remain concentrated in outcome=5/6 with exit_status=0 and host-skewed clustering, indicating a persistent infrastructure/process pattern rather than a newly confirmed experiment-wide script failure.

SESSION NOTES
- Pending for next validation pass once sanitized payloads appear: results 1662254, 1662258, 1662428.