AXIOM SESSION RESULTS
Timestamp: 2026-03-04 10:01 +0100
Session scope: Part 3 save/upload, summarizing Parts 1 and 2
Source logs: validate_2026-03-04_1000.txt, findings_summary.txt

VALIDATION AND CREDIT SUMMARY (PART 1)
- Uncredited completed results reviewed: 137 (server_state=5, outcome=1, granted_credit=0).
- Trusted sanitized payload matches for this uncredited set at validation time: 0.
- Credit awarded this session: 0 total (per-user additions: none).
- Reason: trusted sanitized JSON payloads were unavailable for reviewed uncredited records, so quality scoring/crediting was deferred.

CLEANUP AND STABILITY ACTIONS
1. Broken experiment cleanup:
   - Pattern: exp_battery_pulse_delay_plating_resonance%
   - Action: set queued/running broken tasks to terminal failed state.
   - Rows affected: 4.
2. Stuck-task cleanup (>12h running on >6h-dead hosts): 0 rows affected.
3. Hard-ceiling cleanup (>48h running): 0 rows affected.
4. Script fix applied previously in session:
   - File: /opt/axiom_boinc/html/user/experiments/battery_pulse_delay_plating_resonance.py
   - Change: emit trusted schema envelope {"experiment_result": {...}} including required trusted keys.

DEPLOYMENT AND EXPERIMENT DESIGN SUMMARY (PART 2)
- Precheck snapshot: unsent=0, in_progress=1104, active_hosts=94 (cap=5000).
- CPU top-up (appid=1): 3414 WUs deployed with RAM>=6GB host targeting.
- GPU top-up (appid=2): 303 WUs deployed via GPU-aware scripts.
- New-script seed wave: 178 CPU WUs for pit_delay_inhibitor_resonance.py.
- Transitioner refresh executed after each deployment wave.
- Post-deploy snapshot: unsent=0, in_progress=1037, active_hosts=94.
- Per-host cap enforcement: cpu_over4x=0, gpu_over4x=0.

NOVELTY CHECK DOCUMENTATION
- New experiment: pit_delay_inhibitor_resonance.py.
- Prior-art search themes reviewed:
  1) pitting corrosion + inhibitor dosing delay + pulsed flow models,
  2) stochastic pit growth + delayed control,
  3) electrochemical corrosion + feedback inhibitor control.
- Conclusion: literature covers component mechanisms, but direct factorial testing of
  pulse period x sensing delay x heterogeneity under adaptive control appears sparse.
- Retained novelty: test for non-monotonic pit-depth resonance at intermediate pulse periods,
  especially under high heterogeneity with delayed adaptive dosing.

KEY SCIENTIFIC FINDINGS
1. No new cross-validated finding was promotable in this validation window because trusted sanitized payloads were unavailable for the 137 uncredited completed records.
2. Operational science-quality finding: battery_pulse_delay_plating_resonance showed a 100% failure pattern in-window; aborting 4 affected tasks prevented additional wasted volunteer compute while preserving queue health.
3. Methodological finding: validation and credit now strictly depend on trusted sanitized outputs, enforcing reproducible metric extraction before credit assignment.
4. New hypothesis advanced for testing: delayed adaptive inhibitor dosing in pitting-corrosion dynamics may produce a resonance-like non-monotonic pit-depth response at intermediate pulse periods under high heterogeneity.

REFERENCE: CONFIRMED FINDINGS BASELINE
- The cumulative confirmed findings set remains unchanged this session (see findings_summary.txt).