{"ok":true,"organ":"a11oy-pinn","endpoint":"POST /api/a11oy/v1/pinn/identify","supported_systems":["duffing","redlich_kister"],"verticals":["physics(duffing)","materials-by-design(redlich_kister/CALPHAD)"],"calphad_available":true,"demos":{"duffing":"POST {\"demo\":\"duffing\"} -> GREEN alpha ~ 1.0","calphad":"POST {\"demo\":\"calphad\"} -> GREEN Redlich-Kister L0,L1,L2 ~ ground truth; {\"demo\":\"calphad\",\"case\":\"ill_posed\"} -> RED/REFUSE"},"honesty":{"values":"MODELED (fit to data; not MEASURED)","locked_proven_count":8,"locked_proven":["F1","F4","F7","F11","F12","F18","F19","F22"],"lambda":"Conjecture 1 (advisory, <= 0.99)","f19":"Bekenstein bound = PROVEN inequality (locked-8); application MODELED","self_doubt_gate":"a non-identifiable parameter (Fisher < 1e-08 or kappa(FIM) >= 1e+08) is labelled RED/UNIDENTIFIABLE and NOT asserted"}}