← Session 13 — Phase 4 completion + draft.tex author block
thinking (174 chars)
16 seconds. Controls pass (background PSD). But V2 crossings are None — λ_min never went negative in the scanned δ range?! Let me inspect the CSV data: what does λ_min(δ) do?
Runs in 16s now. Controls (V1) pass, but no threshold crossing was detected — λ_min never went negative in range. Inspecting the data.
tool: Bash
input
{
"command": "./.venv/Scripts/python.exe -c \"\nimport csv\nrows = list(csv.DictReader(open('research/numerics/data/E-027-detector.csv')))\nfor a in ('4.0','8.0'):\n for g in set(r['gamma_star'] for r in rows if r['a']==a):\n rs = [r for r in rows if r['a']==a and r['gamma_star']==g]\n rs.sort(key=lambda r: float(r['delta']))\n print(f'a={a} g*={g} dcrit={rs[0][\\\"delta_crit\\\"]}')\n for r in rs:\n print(f\\\" d={float(r['delta']):.3f} lmin={float(r['lambda_min']):+.4e} carrier_q={float(r['carrier_quotient']):+.4e} peak={float(r['uhat_peak']):.2f}\\\")\n\"",
"description": "Dump E-027 lambda_min scan data"
}
raw content_json (database row)
[{"type":"thinking","thinking":"16 seconds. Controls pass (background PSD). But V2 crossings are None — λ_min never went negative in the scanned δ range?! Let me inspect the CSV data: what does λ_min(δ) do?","signature":""},{"type":"text","text":"Runs in 16s now. Controls (V1) pass, but no threshold crossing was detected — λ_min never went negative in range. Inspecting the data."},{"type":"tool_use","id":"Bash_105","name":"Bash","input":{"command":"./.venv/Scripts/python.exe -c \"\nimport csv\nrows = list(csv.DictReader(open('research/numerics/data/E-027-detector.csv')))\nfor a in ('4.0','8.0'):\n for g in set(r['gamma_star'] for r in rows if r['a']==a):\n rs = [r for r in rows if r['a']==a and r['gamma_star']==g]\n rs.sort(key=lambda r: float(r['delta']))\n print(f'a={a} g*={g} dcrit={rs[0][\\\"delta_crit\\\"]}')\n for r in rs:\n print(f\\\" d={float(r['delta']):.3f} lmin={float(r['lambda_min']):+.4e} carrier_q={float(r['carrier_quotient']):+.4e} peak={float(r['uhat_peak']):.2f}\\\")\n\"","description":"Dump E-027 lambda_min scan data"},"extra_content":null}]