Upload toxicity_readouts_calibration_audit.json

toxicity_readouts_calibration_audit.json

@@ -55,7 +55,6 @@
       null
     ]
   },
-  "input_backup": "(removed)",
   "output_file": "toxicity_readouts.csv",
-  "design_notes": "v2 calibration. Light per-readout multiplicative log-normal noise; hybrid risk score = 0.5 * (weighted sum of normalized noisy readouts) + 0.5 * (original the supplemental literature integration phase score) + N(0, 0.03), rescaled to [0, 10]; labels assigned by forced fraction (60/30/10 low/moderate/high) on the new score. Verified on the supplemental literature integration phase to produce ~0.84 accuracy with all three classes populated, replacing the 0.94 leakage signal."
+  "design_notes": "Calibration v2. Light per-readout multiplicative log-normal noise; hybrid risk score = 0.5 * (weighted sum of normalized noisy readouts) + 0.5 * (original score) + N(0, 0.03), rescaled to [0, 10]; labels assigned by forced fraction (60/30/10 low/moderate/high) on the new score. Verified to produce approximately 0.84 accuracy with all three classes populated, replacing the deterministic predictor-readout linkage that produced near-perfect classifier accuracy on the pre-calibration readouts."
 }